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Pythia 12B by EleutherAI

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  Arxiv:2101.00027   Arxiv:2201.07311   Arxiv:2304.01373   Autotrain compatible   Dataset:eleutherai/pile   En   Endpoints compatible   Gpt neox   Pythia   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Pythia 12B Benchmarks

MMLU Pro: 1.21
MUSR: 3.79
BBH: 4.99
IFEval: 24.71 vs 88 (so35)-71.9%
ARC: 39.59 vs 96.7 (so35)-59.1%
HellaSwag: 68.82 vs 95.3 (gpt4)-27.8%
MMLU: 26.76 vs 88.3 (so35)-69.7%
TruthfulQA: 31.85 vs 59 (gpt4)-46%
WinoGrande: 64.17 vs 87.5 (gpt4)-26.7%
GSM8K: 1.74 vs 96.4 (so35)-98.2%
MATH Lvl 5: 0.91
LLME Score: 0.18632
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Pythia 12B Parameters and Internals

LLM NamePythia 12B
Repository 🤗https://huggingface.co/EleutherAI/pythia-12b 
Model Size12b
Required VRAM23.8 GB
Updated2024-10-22
MaintainerEleutherAI
Model Typegpt_neox
Model Files  9.8 GB: 1-of-3   9.9 GB: 2-of-3   4.1 GB: 3-of-3   9.8 GB: 1-of-3   9.9 GB: 2-of-3   4.1 GB: 3-of-3
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.24.0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50688
Torch Data Typefloat16
Pythia 12B (EleutherAI/pythia-12b)

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H2ogpt Oasst1 512 12B2K / 23.9 GB141227
Note: green Score (e.g. "73.2") means that the model is better than EleutherAI/pythia-12b.

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Release v2024072803
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