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BioMistral MedicalQA FT by Kabster

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  Autotrain compatible   Conversational   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Kabster/BioMistral-MedicalQA-FT 

BioMistral MedicalQA FT Benchmarks

ARC: 40.02 vs 96.7 (so35)-58.6%
HellaSwag: 67.26 vs 95.3 (gpt4)-29.4%
MMLU: 23.12 vs 88.3 (so35)-73.8%
TruthfulQA: 47.26 vs 59 (gpt4)-19.9%
WinoGrande: 61.56 vs 87.5 (gpt4)-29.6%
GSM8K: 30.63 vs 96.4 (so35)-68.2%
LLME Score: 0.17985
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BioMistral MedicalQA FT (Kabster/BioMistral-MedicalQA-FT)
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BioMistral MedicalQA FT Parameters and Internals

Model Type 
text generation
Training Details 
Data Sources:
https://huggingface.co/datasets/mamachang/medical-reasoning
Methodology:
Fine-tuned on medical reasoning dataset.
LLM NameBioMistral MedicalQA FT
Repository 🤗https://huggingface.co/Kabster/BioMistral-MedicalQA-FT 
Model Size7b
Required VRAM14.4 GB
Updated2025-08-15
MaintainerKabster
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Kabster/BioMistral-MedicalQA-FT.

Rank the BioMistral MedicalQA FT Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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