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Bloom 1b7 Fp32 by LazarusNLP

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  Arxiv:1909.08053   Arxiv:2108.12409   Arxiv:2110.02861   Ak   Ar   As   Autotrain compatible   Bloom   Bm   Bn   Ca   Code   En   Endpoints compatible   Es   Eu   Fon   Fr   Gu   Hi   Id   Ig   Ki   Kn   Lg   Ln   Ml   Mr   Ne   Nso   Ny   Or   Pa   Pt   Pytorch   Region:us   Rn   Rw   Sharded   Sn   St   Sw   Ta   Te   Tn   Ts   Tum   Tw   Ur   Vi   Wo   Xh   Yo   Zh   Zhs   Zht   Zu
Model Card on HF 🤗: https://huggingface.co/LazarusNLP/bloom-1b7-fp32 

Bloom 1b7 Fp32 Benchmarks

LLME Score: 0.1491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bloom 1b7 Fp32 (LazarusNLP/bloom-1b7-fp32)

Bloom 1b7 Fp32 Parameters and Internals

LLM NameBloom 1b7 Fp32
Repository 🤗https://huggingface.co/LazarusNLP/bloom-1b7-fp32 
Required VRAM6.8 GB
Updated2025-02-05
MaintainerLazarusNLP
Model Typebloom
Model Files  4.9 GB: 1-of-2   1.9 GB: 2-of-2
Supported Languagesak ar as bm bn ca code en es eu fr gu hi id ig ki kn lg ln ml mr ne ny or pa pt rn rw sn st sw ta te tn ts tw ur vi wo xh yo zh zu
Model ArchitectureBloomForCausalLM
Licensebigscience-bloom-rail-1.0
Transformers Version4.35.2
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250880
Torch Data Typefloat32

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...ft Fpft Multilingual Bloom 7b10K / 28.2 GB51
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Tiny Random BloomForCausalLM0K / 0 GB145440
Firefly Bloom 2b6 V20K / 5 GB12819
Bloom 1b1 RLHF V20K / 2.1 GB14870
Bloom 1b7 With Lm Head0K / 3.4 GB42820
ClinicalGPT Base Zh0K / 15.8 GB314642
Tiny Random BloomForCausalLM0K / 0 GB539370
Note: green Score (e.g. "73.2") means that the model is better than LazarusNLP/bloom-1b7-fp32.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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