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   License:apache-2.0   Pythia   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Pythia 12B Benchmarks

Pythia 12B Parameters and Internals

LLM NamePythia 12B
RepositoryOpen on ๐Ÿค— 
Model Size12b
Required VRAM23.8 GB
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
Context Length2048
Model Max Length2048
Transformers Version4.24.0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50688
Torch Data Typefloat16
Pythia 12B (EleutherAI/pythia-12b)

Best Alternatives to Pythia 12B

Best Alternatives
HF Rank
Dolly V2 12B0.32K / 23.8 GB45271946
...sst Sft 4 Pythia 12B Epoch 3.50.32K / 23.8 GB38840357
Oasst Sft 1 Pythia 12B0.22K / 23.8 GB2323279
H2ogpt Oasst1 512 12B0.22K / 23.9 GB438227
Pythia 12B Deduped0.22K / 23.8 GB778752
Pythia 12B Sft V8 7K Steps0.22K / 23.8 GB164621
Pythia 12B Pre V8.12.5K Steps0.22K / 23.8 GB12306
...ythia 12B Sft V8 Rlhf 2K Steps0.22K / 23.8 GB11620
H2ogpt Gm Oasst1 En 1024 12B0.22K / 23.8 GB11515
Pythia 12B Sft V8.2.5K Steps0.22K / 23.8 GB11570
Note: green Score (e.g. "73.2") means that the model is better than EleutherAI/pythia-12b.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601