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GPT Neox 20B by EleutherAI

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  Arxiv:2101.00027   Arxiv:2104.09864   Arxiv:2201.07311   Arxiv:2204.06745   Autotrain compatible   Dataset:eleutherai/pile   En   Endpoints compatible   Gpt neox   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

GPT Neox 20B Benchmarks

MMLU Pro: 1.73
MUSR: 2.82
BBH: 4.93
IFEval: 25.87 vs 88 (so35)-70.6%
ARC: 45.73 vs 96.7 (so35)-52.7%
HellaSwag: 73.45 vs 95.3 (gpt4)-22.9%
MMLU: 25 vs 88.3 (so35)-71.7%
TruthfulQA: 31.61 vs 59 (gpt4)-46.4%
WinoGrande: 68.9 vs 87.5 (gpt4)-21.3%
GSM8K: 5.46 vs 96.4 (so35)-94.3%
MATH Lvl 5: 0.6
LLME Score: 0.13078
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

GPT Neox 20B Parameters and Internals

LLM NameGPT Neox 20B
Repository 🤗https://huggingface.co/EleutherAI/gpt-neox-20b 
Model Size20b
Required VRAM40.8 GB
Updated2024-09-07
MaintainerEleutherAI
Model Typegpt_neox
Model Files  0.9 GB: 1-of-46   0.9 GB: 2-of-46   0.9 GB: 3-of-46   0.9 GB: 4-of-46   0.9 GB: 5-of-46   0.9 GB: 6-of-46   0.9 GB: 7-of-46   0.9 GB: 8-of-46   0.9 GB: 9-of-46   0.9 GB: 10-of-46   0.9 GB: 11-of-46   0.9 GB: 12-of-46   0.9 GB: 13-of-46   0.9 GB: 14-of-46   0.9 GB: 15-of-46   0.9 GB: 16-of-46   0.9 GB: 17-of-46   0.9 GB: 18-of-46   0.9 GB: 19-of-46   0.9 GB: 20-of-46   0.9 GB: 21-of-46   0.9 GB: 22-of-46   0.9 GB: 23-of-46   0.9 GB: 24-of-46   0.9 GB: 25-of-46   0.9 GB: 26-of-46   0.9 GB: 27-of-46   0.9 GB: 28-of-46   0.9 GB: 29-of-46   0.9 GB: 30-of-46   0.9 GB: 31-of-46   0.9 GB: 32-of-46   0.9 GB: 33-of-46   0.9 GB: 34-of-46   0.9 GB: 35-of-46   0.9 GB: 36-of-46   0.9 GB: 37-of-46   0.9 GB: 38-of-46   0.9 GB: 39-of-46   0.9 GB: 40-of-46   0.9 GB: 41-of-46   0.9 GB: 42-of-46   0.9 GB: 43-of-46   0.9 GB: 44-of-46   0.6 GB: 45-of-46   0.6 GB: 46-of-46
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.19.0.dev0
Vocabulary Size50432
Torch Data Typefloat16
GPT Neox 20B (EleutherAI/gpt-neox-20b)

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Note: green Score (e.g. "73.2") means that the model is better than EleutherAI/gpt-neox-20b.

Rank the GPT Neox 20B Capabilities

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Release v2024072803
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