littleworth/protgpt2-distilled-medium

text-generation
Actively maintainedby littleworth660updated 2 months ago
Python

A compact protein language model distilled from ProtGPT2 using complementary-regularizer distillation---a method that combines uncertainty-aware position weighting with calibration-aware label smoothing to achieve 31% better perplexity than standard knowledge distillation at 3.8x compression.

README

license: apache-2.0 datasets: nferruz/UR50202104 tags: biology protein protein-language-model knowledge-distillation protein-engineering drug-discovery fine-tuning domain-adaptation libraryname: transformers pipelinetag: text-generation base_model: nferruz/ProtGPT2 ProtGPT2-Distilled-Medium A compact protein language model distilled from ProtGPT2 using complementary-regularizer distillation---a method that combines uncertainty-aware position weighting with calibration-aware label smoothing to…

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  • HuggingFacelittleworth/protgpt2-distilled-medium

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