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Progen2 Small Mix7 Bidi by hugohrban

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  Autotrain compatible   Custom code   Progen   Protein   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/hugohrban/progen2-small-mix7-bidi 

Progen2 Small Mix7 Bidi Benchmarks

LLME Score: 0.18728
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Progen2 Small Mix7 Bidi (hugohrban/progen2-small-mix7-bidi)

Progen2 Small Mix7 Bidi Parameters and Internals

Model Type 
Bidirectional, Protein modeling
Use Cases 
Areas:
Protein modeling
Additional Notes 
Model finetuned on 7 protein families.
Training Details 
Data Sources:
PF00002 - GPCRs, PF00042 - Globins, PF00125 - Core histones, PF00127 - Copper binding proteins, PF00257 - Dehydrins, PF00262 - Calreticulins, PF03668 - P-loop ATPase
Methodology:
Bidirectional model trained on both N -> C and C -> N directions of protein sequences, specified by tokens '1' and '2'.
Input Output 
Accepted Modalities:
Protein sequences
LLM NameProgen2 Small Mix7 Bidi
Repository 🤗https://huggingface.co/hugohrban/progen2-small-mix7-bidi 
Model Size163.7m
Required VRAM0.6 GB
Updated2025-02-22
Maintainerhugohrban
Model Typeprogen
Model Files  0.6 GB
Model ArchitectureProGenForCausalLM
Licensebsd-3-clause
Transformers Version4.40.0
Tokenizer ClassGPT2Tokenizer
Torch Data Typefloat32
Activation Functiongelu_new

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