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ABR Finetuned BioGPT by ricky0129

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  Autotrain compatible   Biogpt   En   Endpoints compatible   Finetuned   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ricky0129/ABR-Finetuned-BioGPT 

ABR Finetuned BioGPT Benchmarks

LLME Score: 0.1966
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ABR Finetuned BioGPT (ricky0129/ABR-Finetuned-BioGPT)

ABR Finetuned BioGPT Parameters and Internals

Model Type 
text generation, question answering
Additional Notes 
The model was finetuned to improve domain-specific capabilities in antibiotic resistance, making it more tailored for this scientific area.
Supported Languages 
English (fluent)
Training Details 
Data Sources:
qiaojin/PubMedQA, Amirkid/MedQuad-dataset, PubMed ABR abstracts, medalpaca/medical_meadow_medical_flashcards, medalpaca/medical_meadow_wikidoc, tatsu-lab/alpaca
Methodology:
Finetuned on biomedical and antibiotic resistance abstracts, alongside general question answering datasets.
LLM NameABR Finetuned BioGPT
Repository 🤗https://huggingface.co/ricky0129/ABR-Finetuned-BioGPT 
Model Size1.6b
Required VRAM6.3 GB
Updated2025-02-22
Maintainerricky0129
Model Typebiogpt
Model Files  5.0 GB: 1-of-2   1.3 GB: 2-of-2
Supported Languagesen
Model ArchitectureBioGptForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.39.1
Vocabulary Size57717
Torch Data Typefloat32

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Rank the ABR Finetuned BioGPT Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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