सन्दर्भ:
सार_कथा_समझ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/abstract_narrative_understanding')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 3000 |
'train' | 2400 |
'validation' | 600 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
anachronisms
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/anachronisms')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 230 |
'train' | 184 |
'validation' | 46 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अनुरूप_समानता
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/analogical_similarity')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 323 |
'train' | 259 |
'validation' | 64 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
analytic_entialment
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/analytic_entailment')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 70 |
'train' | 54 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अंकगणित
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/arithmetic')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 15023 |
'train' | 12019 |
'validation' | 3004 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ascii_शब्द_पहचान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/ascii_word_recognition')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 5000 |
'train' | 4000 |
'validation' | 1000 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
लेखकत्व_सत्यापन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/authorship_verification')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 880 |
'train' | 704 |
'validation' | 176 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
स्वत:वर्गीकरण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/auto_categorization')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 328 |
'train' | 263 |
'validation' | 65 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ऑटो_डीबगिंग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/auto_debugging')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 34 |
'train' | 18 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
bbq_lite_json
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/bbq_lite_json')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 16076 |
'train' | 12866 |
'validation' | 3210 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ब्रिजिंग_अनाफोरा_रिज़ॉल्यूशन_बारका
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/bridging_anaphora_resolution_barqa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 648 |
'train' | 519 |
'validation' | 129 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
कारण_निर्णय
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/causal_judgment')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 190 |
'train' | 152 |
'validation' | 38 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
कारण_और_प्रभाव
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/cause_and_effect')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 153 |
'train' | 123 |
'validation' | 30 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
checkmate_in_one
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/checkmate_in_one')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 3498 |
'train' | 2799 |
'validation' | 699 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
शतरंज_राज्य_ट्रैकिंग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/chess_state_tracking')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 6000 |
'train' | 4800 |
'validation' | 1200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
चीनी_शेष_प्रमेय
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/chinese_remainder_theorem')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 500 |
'train' | 400 |
'validation' | 100 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
cifar10_वर्गीकरण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/cifar10_classification')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 20000 |
'train' | 16000 |
'validation' | 4000 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
कोड_लाइन_विवरण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/code_line_description')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 60 |
'train' | 44 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
कोडनाम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/codenames')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 85 |
'train' | 68 |
'validation' | 17 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
रंग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/color')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 4000 |
'train' | 3200 |
'validation' | 800 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सामान्य_मॉर्फेम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/common_morpheme')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 50 |
'train' | 34 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
वैचारिक_संयोजन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/conceptual_combinations')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 103 |
'train' | 84 |
'validation' | 19 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
conlang_translation
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/conlang_translation')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 164 |
'train' | 132 |
'validation' | 32 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
प्रासंगिक_पैरामीट्रिक_ज्ञान_संघर्ष
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/contextual_parametric_knowledge_conflicts')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 17528 |
'train' | 14023 |
'validation' | 3505 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
क्रैश_ब्लॉसम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/crash_blossom')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 38 |
'train' | 22 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
crass_ai
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/crass_ai')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 44 |
'train' | 28 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
क्रायोबायोलॉजी_स्पेनिश
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/cryobiology_spanish')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 146 |
'train' | 117 |
'validation' | 29 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
क्रिप्टोनाइट
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/cryptonite')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 26157 |
'train' | 20926 |
'validation' | 5231 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सीएस_एल्गोरिदम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/cs_algorithms')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1320 |
'train' | 1056 |
'validation' | 264 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
डार्क_ह्यूमर_डिटेक्शन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/dark_humor_detection')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 80 |
'train' | 64 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
दिनांक_समझ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/date_understanding')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 369 |
'train' | 296 |
'validation' | 73 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
असंबद्धता_qa
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/disambiguation_qa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 258 |
'train' | 207 |
'validation' | 51 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
प्रवचन_मार्कर_भविष्यवाणी
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/discourse_marker_prediction')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 857 |
'train' | 686 |
'validation' | 171 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
disfl_qa
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/disfl_qa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 8000 |
'train' | 6400 |
'validation' | 1600 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
डाइक_भाषाएँ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/dyck_languages')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1000 |
'train' | 800 |
'validation' | 200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
प्राथमिक_गणित_qa
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/elementary_math_qa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 38160 |
'train' | 30531 |
'validation' | 7629 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
इमोजी_मूवी
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/emoji_movie')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 100 |
'train' | 80 |
'validation' | 20 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
इमोजी_इमोशन_भविष्यवाणी
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/emojis_emotion_prediction')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 131 |
'train' | 105 |
'validation' | 26 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अनुभवजन्य_निर्णय
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/empirical_judgments')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 99 |
'train' | 80 |
'validation' | 19 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अंग्रेजी_कहावतें
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/english_proverbs')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 34 |
'train' | 18 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अंग्रेजी_रूसी_कहावतें
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/english_russian_proverbs')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 80 |
'train' | 64 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
entailed_polarity
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/entailed_polarity')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 148 |
'train' | 119 |
'validation' | 29 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
entailed_polarity_hindi
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/entailed_polarity_hindi')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 138 |
'train' | 111 |
'validation' | 27 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ज्ञानमीमांसा_तर्क
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/epistemic_reasoning')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2000 |
'train' | 1600 |
'validation' | 400 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सूचना_आवश्यकता_का_मूल्यांकन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/evaluating_information_essentiality')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 68 |
'train' | 52 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
तथ्य_जांचकर्ता
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/fact_checker')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 7154 |
'train' | 5724 |
'validation' | 1430 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
काल्पनिक_तर्क
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/fantasy_reasoning')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 201 |
'train' | 161 |
'validation' | 40 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
कुछ_शॉट_nlg
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/few_shot_nlg')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 153 |
'train' | 123 |
'validation' | 30 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
आकृति_का_वाक्_पहचान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/figure_of_speech_detection')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 59 |
'train' | 43 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
औपचारिक_भ्रम_शब्दावली_नकारात्मकता
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/formal_fallacies_syllogisms_negation')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 14200 |
'train' | 11360 |
'validation' | 2840 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
जीईएम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/gem')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 14802 |
'train' | 11845 |
'validation' | 2957 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
लिंग_समावेशी_वाक्य_जर्मन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/gender_inclusive_sentences_german')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 200 |
'train' | 160 |
'validation' | 40 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सामान्य_ज्ञान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/general_knowledge')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 70 |
'train' | 54 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ज्यामितीय आकार
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/geometric_shapes')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 359 |
'train' | 288 |
'validation' | 71 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
लक्ष्य_चरण_विकीहाउ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/goal_step_wikihow')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 7053 |
'train' | 5643 |
'validation' | 1410 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ग्रे_रीडिंग_कॉम्प्रिहेंशन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/gre_reading_comprehension')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 31 |
'train' | 15 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
hh_संरेखण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/hhh_alignment')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 221 |
'train' | 179 |
'validation' | 42 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
हिंदी_प्रश्न_उत्तर
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/hindi_question_answering')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 6610 |
'train' | 5288 |
'validation' | 1322 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
हिन्दू_ज्ञान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/hindu_knowledge')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 175 |
'train' | 140 |
'validation' | 35 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
हिंग्लिश_टॉक्सिसिटी
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/hinglish_toxicity')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 200 |
'train' | 160 |
'validation' | 40 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
मानव_अंग_इंद्रियाँ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/human_organs_senses')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 42 |
'train' | 26 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
हाइपरबेटन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/hyperbaton')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 50000 |
'train' | 40000 |
'validation' | 10000 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
गणित_प्रमेय को पहचानें
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/identify_math_theorems')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 53 |
'train' | 37 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पहचान_विषम_रूपक
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/identify_odd_metaphor')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 47 |
'train' | 31 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
निहितार्थ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/implicatures')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 492 |
'train' | 394 |
'validation' | 98 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अन्तर्निहित_संबंध
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/implicit_relations')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 85 |
'train' | 68 |
'validation' | 17 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
आशय_पहचान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/intent_recognition')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 693 |
'train' | 555 |
'validation' | 138 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अंतर्राष्ट्रीय_ध्वन्यात्मक_वर्णमाला_nli
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/international_phonetic_alphabet_nli')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 126 |
'train' | 101 |
'validation' | 25 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अंतरराष्ट्रीय_ध्वन्यात्मक_वर्णमाला_अनुवाद
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/international_phonetic_alphabet_transliterate')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1003 |
'train' | 803 |
'validation' | 200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
intersect_geometry
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/intersect_geometry')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 249999 |
'train' | 200000 |
'validation' | 49999 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
विडंबना_पहचान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/irony_identification')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 99 |
'train' | 80 |
'validation' | 19 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
kanji_ascii
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/kanji_ascii')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1092 |
'train' | 875 |
'validation' | 217 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
कन्नडा
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/kannada')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 316 |
'train' | 253 |
'validation' | 63 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
key_value_maps
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/key_value_maps')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 101 |
'train' | 80 |
'validation' | 21 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ज्ञात_अज्ञात
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/known_unknowns')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 46 |
'train' | 30 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
भाषा_खेल
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/language_games')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2128 |
'train' | 1704 |
'validation' | 424 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
भाषा_पहचान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/language_identification')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 10000 |
'train' | 8000 |
'validation' | 2000 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
भाषाई_मानचित्रण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/linguistic_mappings')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 15527 |
'train' | 12426 |
'validation' | 3101 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
भाषाविज्ञान_पहेलियाँ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/linguistics_puzzles')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2000 |
'train' | 1600 |
'validation' | 400 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सूची_कार्य
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/list_functions')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 10750 |
'train' | 8700 |
'validation' | 2050 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
तर्क_ग्रिड_पहेली
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/logic_grid_puzzle')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1000 |
'train' | 800 |
'validation' | 200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
तार्किक_तर्क
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/logical_args')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 32 |
'train' | 16 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
तार्किक कटौती
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/logical_deduction')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1500 |
'train' | 1200 |
'validation' | 300 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
तार्किक_भ्रम_पहचान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/logical_fallacy_detection')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2800 |
'train' | 2240 |
'validation' | 560 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
तार्किक_अनुक्रम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/logical_sequence')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 39 |
'train' | 23 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
गणितीय प्रेरण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/mathematical_induction')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 69 |
'train' | 53 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
मैट्रिक्सशेप्स
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/matrixshapes')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 4462 |
'train' | 3570 |
'validation' | 892 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
रूपक_बूलियन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/metaphor_boolean')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 680 |
'train' | 544 |
'validation' | 136 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
रूपक_समझ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/metaphor_understanding')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 234 |
'train' | 188 |
'validation' | 46 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
मिनट_रहस्य_qa
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/minute_mysteries_qa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 477 |
'train' | 383 |
'validation' | 94 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
गलत धारणाएं
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/misconceptions')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 219 |
'train' | 176 |
'validation' | 43 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ग़लतफ़हमियाँ_रूसी
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/misconceptions_russian')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 49 |
'train' | 33 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
mnist_ascii
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/mnist_ascii')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 69984 |
'train' | 55988 |
'validation' | 13996 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
संशोधित_अंकगणित
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/modified_arithmetic')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 6000 |
'train' | 4800 |
'validation' | 1200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
नैतिक_अनुमेयता
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/moral_permissibility')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 342 |
'train' | 274 |
'validation' | 68 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
फ़िल्म_संवाद_समान_या_अलग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/movie_dialog_same_or_different')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 50000 |
'train' | 40000 |
'validation' | 10000 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
movie_सिफारिश
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/movie_recommendation')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 500 |
'train' | 400 |
'validation' | 100 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
मल्टी_डेटा_रैंग्लिंग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/mult_data_wrangling')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 7854 |
'train' | 6380 |
'validation' | 1474 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
मल्टीइमो
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/multiemo')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1437281 |
'train' | 1149873 |
'validation' | 287408 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
प्राकृतिक_निर्देश
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/natural_instructions')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 193250 |
'train' | 154615 |
'validation' | 38635 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
नेविगेट
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/navigate')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1000 |
'train' | 800 |
'validation' | 200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
बकवास_शब्द_व्याकरण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/nonsense_words_grammar')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 50 |
'train' | 34 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
उपन्यास_अवधारणाएँ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/novel_concepts')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 32 |
'train' | 16 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
object_counting
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/object_counting')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1000 |
'train' | 800 |
'validation' | 200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
गपशप
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/odd_one_out')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 86 |
'train' | 69 |
'validation' | 17 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ऑपरेटरों
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/operators')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 210 |
'train' | 168 |
'validation' | 42 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अनुच्छेद_विभाजन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/paragraph_segmentation')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 9000 |
'train' | 7200 |
'validation' | 1800 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
parsinlu_qa
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/parsinlu_qa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1050 |
'train' | 840 |
'validation' | 210 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पार्सिनलू_रीडिंग_कॉम्प्रिहेंशन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/parsinlu_reading_comprehension')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 518 |
'train' | 415 |
'validation' | 103 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पेंगुइन_एक_टेबल में
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/penguins_in_a_table')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 149 |
'train' | 120 |
'validation' | 29 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
periodic_Elements
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/periodic_elements')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 654 |
'train' | 524 |
'validation' | 130 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
फ़ारसी_मुहावरे
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/persian_idioms')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 66 |
'train' | 50 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
वाक्यांश_संबंधितता
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/phrase_relatedness')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 100 |
'train' | 80 |
'validation' | 20 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
भौतिक_अंतर्ज्ञान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/physical_intuition')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 81 |
'train' | 65 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
भौतिक विज्ञान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/physics')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 229 |
'train' | 184 |
'validation' | 45 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
भौतिक विज्ञान_प्रश्न
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/physics_questions')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 54 |
'train' | 38 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
प्ले_डायलॉग_समान_या_अलग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/play_dialog_same_or_different')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 3264 |
'train' | 2612 |
'validation' | 652 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पॉलिश_अनुक्रम_लेबलिंग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/polish_sequence_labeling')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 12812 |
'train' | 10250 |
'validation' | 2562 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पूर्वधारणाएँ_as_nli
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/presuppositions_as_nli')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 735 |
'train' | 588 |
'validation' | 147 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
qa_wikidata
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/qa_wikidata')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 20321 |
'train' | 16257 |
'validation' | 4064 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
प्रश्न_चयन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/question_selection')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1582 |
'train' | 1266 |
'validation' | 316 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
असली_या_नकली_पाठ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/real_or_fake_text')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 15088 |
'train' | 12072 |
'validation' | 3016 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
रंगीन वस्तुओं के बारे में तर्क
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/reasoning_about_colored_objects')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2000 |
'train' | 1600 |
'validation' | 400 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
दोहराएँ_कॉपी_तर्क
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/repeat_copy_logic')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 32 |
'train' | 16 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
इस प्रकार संशोधित
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/rephrase')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 78 |
'train' | 62 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पहेली_बोध
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/riddle_sense')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 49 |
'train' | 33 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
बर्बाद_नाम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/ruin_names')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 448 |
'train' | 359 |
'validation' | 89 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
मुख्य_अनुवाद_त्रुटि_पहचान
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/salient_translation_error_detection')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 998 |
'train' | 799 |
'validation' | 199 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
वैज्ञानिक_प्रेस_विज्ञप्ति
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/scientific_press_release')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 50 |
'train' | 34 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सिमेंटिक_पार्सिंग_इन_कॉन्टेक्स्ट_स्पार्क
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/semantic_parsing_in_context_sparc')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1155 |
'train' | 924 |
'validation' | 231 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सिमेंटिक_पार्सिंग_स्पाइडर
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/semantic_parsing_spider')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1034 |
'train' | 828 |
'validation' | 206 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
वाक्य_अस्पष्टता
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/sentence_ambiguity')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 60 |
'train' | 44 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
समानताएं_अमूर्तता
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/similarities_abstraction')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 76 |
'train' | 60 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
simp_turing_concept
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/simp_turing_concept')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 6390 |
'train' | 5112 |
'validation' | 1278 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
Simple_arithmetic_json
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/simple_arithmetic_json')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 30 |
'train' | 14 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
Simple_arithmetic_json_multiple_choice
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/simple_arithmetic_json_multiple_choice')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 8 |
'train' | 0 |
'validation' | 0 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
Simple_arithmetic_json_subtasks
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/simple_arithmetic_json_subtasks')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 30 |
'train' | 15 |
'validation' | 15 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
Simple_arithmetic_multiple_targets_json
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/simple_arithmetic_multiple_targets_json')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 10 |
'train' | 0 |
'validation' | 0 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सरल_नैतिक_प्रश्न
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/simple_ethical_questions')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 115 |
'train' | 92 |
'validation' | 23 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सरल_पाठ_संपादन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/simple_text_editing')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 47 |
'train' | 31 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
व्यंग्य
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/snarks')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 181 |
'train' | 145 |
'validation' | 36 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सामाजिक_इका
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/social_iqa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1935 |
'train' | 1548 |
'validation' | 387 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सामाजिक_समर्थन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/social_support')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 897 |
'train' | 718 |
'validation' | 179 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
खेल_समझ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/sports_understanding')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 986 |
'train' | 789 |
'validation' | 197 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अजीब_कहानियाँ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/strange_stories')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 174 |
'train' | 140 |
'validation' | 34 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
रणनीतिqa
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/strategyqa')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2289 |
'train' | 1832 |
'validation' | 457 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पर्याप्त_जानकारी
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/sufficient_information')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 39 |
'train' | 23 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
आत्महत्या_जोखिम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/suicide_risk')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 40 |
'train' | 24 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
स्वाहिली_अंग्रेजी_कहावतें
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/swahili_english_proverbs')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 153 |
'train' | 123 |
'validation' | 30 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
स्वीडिश_से_जर्मन_नीतिवचन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/swedish_to_german_proverbs')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 72 |
'train' | 56 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
प्रतीक_व्याख्या
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/symbol_interpretation')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 990 |
'train' | 795 |
'validation' | 195 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
लौकिक_अनुक्रम
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/temporal_sequences')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1000 |
'train' | 800 |
'validation' | 200 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
तनावग्रस्त
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/tense')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 286 |
'train' | 229 |
'validation' | 57 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
समयबद्ध
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/timedial')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2550 |
'train' | 2040 |
'validation' | 510 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
सामयिक_चैट
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/topical_chat')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 22295 |
'train' | 17836 |
'validation' | 4459 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ट्रैकिंग_शफ़ल्ड_ऑब्जेक्ट्स
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/tracking_shuffled_objects')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 3750 |
'train' | 3000 |
'validation' | 750 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
समझ_कथाएँ
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/understanding_fables')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 189 |
'train' | 152 |
'validation' | 37 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
पूर्ववत_क्रमपरिवर्तन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/undo_permutation')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 300 |
'train' | 240 |
'validation' | 60 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
इकाई_रूपांतरण
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/unit_conversion')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 23936 |
'train' | 19151 |
'validation' | 4785 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
इकाई_व्याख्या
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/unit_interpretation')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 100 |
'train' | 80 |
'validation' | 20 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
अस्वाभाविक_संदर्भ_में_सीखना
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/unnatural_in_context_learning')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 73420 |
'train' | 58736 |
'validation' | 14684 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
विटामिनसी_तथ्य_सत्यापन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/vitaminc_fact_verification')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 54668 |
'train' | 43735 |
'validation' | 10933 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ताओ_क्या_है
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/what_is_the_tao')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 36 |
'train' | 20 |
'validation' | 16 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
कौन सा_विकी_संपादन
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/which_wiki_edit')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 571 |
'train' | 457 |
'validation' | 114 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
विनोव्हाई
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/winowhy')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 2862 |
'train' | 2290 |
'validation' | 572 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
शब्द_छँटाई
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/word_sorting')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 1900 |
'train' | 1520 |
'validation' | 380 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
शब्द_अनस्क्रैम्बलिंग
इस डेटासेट को TFDS में लोड करने के लिए निम्नलिखित कमांड का उपयोग करें:
ds = tfds.load('huggingface:bigbench/word_unscrambling')
- विवरण :
The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to
probe large language models, and extrapolate their future capabilities.
- लाइसेंस : अपाचे लाइसेंस 2.0
- संस्करण : 0.0.0
- विभाजन :
| विभाजित करना | उदाहरण |
|---|---|
'default' | 8917 |
'train' | 7134 |
'validation' | 1783 |
- विशेषताएँ :
{
"idx": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"inputs": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_targets": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"multiple_choice_scores": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}