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Fine Tuned Progen2 Small by AntibodyGeneration

 »  All LLMs  »  AntibodyGeneration  »  Fine Tuned Progen2 Small   URL Share it on

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  Arxiv:2206.13517   Autotrain compatible   Progen   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/AntibodyGeneration/fine-tuned-progen2-small 

Fine Tuned Progen2 Small Benchmarks

LLME Score: 0.14843
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Fine Tuned Progen2 Small (AntibodyGeneration/fine-tuned-progen2-small)

Fine Tuned Progen2 Small Parameters and Internals

Model Type 
Protein Generation
Use Cases 
Areas:
immunology, vaccine development, and medical treatments
Applications:
bioinformatics, molecular biology, and related fields
Primary Use Cases:
Generation of therapeutic antibody sequences
Training Details 
Data Sources:
genomic, metagenomic, and immune repertoire databases, Structural Antibody Database
Data Volume:
280 million samples
Model Architecture:
ProGen2 architecture
LLM NameFine Tuned Progen2 Small
Repository 🤗https://huggingface.co/AntibodyGeneration/fine-tuned-progen2-small 
Model Size163.7m
Required VRAM0.6 GB
Updated2025-02-22
MaintainerAntibodyGeneration
Model Typeprogen
Model Files  0.6 GB
Model ArchitectureProGenForCausalLM
Transformers Version4.35.2
Tokenizer ClassGPT2Tokenizer
Vocabulary Size32
Torch Data Typefloat32
Activation Functiongelu_new

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Note: green Score (e.g. "73.2") means that the model is better than AntibodyGeneration/fine-tuned-progen2-small.

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