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Medilora Mistral 7B by Medilora

 »  All LLMs  »  Medilora  »  Medilora Mistral 7B   URL Share it on

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  Arxiv:1910.09700   Autotrain compatible   Conversational Dataset:medilora/mimic iii dia... Dataset:medilora/pubmedqa-shar...   En   Endpoints compatible   Gguf   Lora   Medical   Mistral   Q3   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Medilora/Medilora-Mistral-7B 

Medilora Mistral 7B Benchmarks

LLME Score: 0.16262
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Medilora Mistral 7B (Medilora/Medilora-Mistral-7B)

Medilora Mistral 7B Parameters and Internals

Supported Languages 
en (English)
Training Details 
Data Sources:
Medilora/us_medical_license_exam_textbooks_en, Medilora/mimic_iii_diagnosis_anonymous, Medilora/PubMedQA-ShareGPT
LLM NameMedilora Mistral 7B
Repository 🤗https://huggingface.co/Medilora/Medilora-Mistral-7B 
Model Size7b
Required VRAM14.4 GB
Updated2024-12-21
MaintainerMedilora
Model Files  3.8 GB   4.1 GB   14.5 GB   0.0 GB   4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   0.0 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typeq3|gguf|q4_k
Model ArchitectureAutoModelForCausalLM
Licensemit
Is Biasednone
Tokenizer ClassLlamaTokenizer
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than Medilora/Medilora-Mistral-7B.

Rank the Medilora Mistral 7B 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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Release v20241217
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