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GPT NeoX 20B Erebus by KoboldAI

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  Arxiv:2204.06745   Autotrain compatible   En   Gpt neox   Pytorch   Region:us   Sharded

GPT NeoX 20B Erebus Benchmarks

ARC: 45.48 vs 96.7 (so35)-53%
HellaSwag: 72.79 vs 95.3 (gpt4)-23.6%
MMLU: 26.77 vs 88.3 (so35)-69.7%
TruthfulQA: 32.15 vs 59 (gpt4)-45.5%
WinoGrande: 68.11 vs 87.5 (gpt4)-22.2%
GSM8K: 2.27 vs 96.4 (so35)-97.6%
LLME Score: 0.11557
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 Erebus Parameters and Internals

LLM NameGPT NeoX 20B Erebus
Repository 🤗https://huggingface.co/KoboldAI/GPT-NeoX-20B-Erebus 
Model Size20b
Required VRAM41.4 GB
Updated2024-09-07
MaintainerKoboldAI
Model Typegpt_neox
Model Files  2.0 GB: 1-of-23   2.0 GB: 2-of-23   1.9 GB: 3-of-23   1.8 GB: 4-of-23   1.9 GB: 5-of-23   1.8 GB: 6-of-23   1.8 GB: 7-of-23   1.9 GB: 8-of-23   2.0 GB: 9-of-23   1.8 GB: 10-of-23   1.9 GB: 11-of-23   2.0 GB: 12-of-23   1.8 GB: 13-of-23   1.8 GB: 14-of-23   2.0 GB: 15-of-23   1.9 GB: 16-of-23   2.0 GB: 17-of-23   1.4 GB: 18-of-23   1.8 GB: 19-of-23   1.8 GB: 20-of-23   2.0 GB: 21-of-23   1.8 GB: 22-of-23   0.3 GB: 23-of-23
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.19.0.dev0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat16
GPT NeoX 20B Erebus (KoboldAI/GPT-NeoX-20B-Erebus)

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Oasst GPT Neox 20B 1000 Steps2K / 41.2 GB7000
Oasst GPT Neox 20B 3000 Steps2K / 41.2 GB7050
GPT Neox 20B2K / 40.8 GB24585514
Note: green Score (e.g. "73.2") means that the model is better than KoboldAI/GPT-NeoX-20B-Erebus.

Rank the GPT NeoX 20B Erebus Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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