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Mistral 7B V0.1 MedmcQA by frankmorales2020

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  Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Dataset:generator   Finetuned   Generated from trainer   Instruct   Lora   Peft   Region:us   Safetensors   Sft   Tensorboard   Trl

Mistral 7B V0.1 MedmcQA Parameters and Internals

LLM NameMistral 7B V0.1 MedmcQA
RepositoryOpen on 🤗 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.1   mistralai/Mistral-7B-Instruct-v0.1
Model Size7b
Required VRAM1.3 GB
Updated2024-07-26
Maintainerfrankmorales2020
Instruction-BasedYes
Model Files  1.3 GB   0.0 GB
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|q_proj|down_proj|v_proj|o_proj|k_proj|gate_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256
Mistral 7B V0.1 MedmcQA (frankmorales2020/Mistral-7B-v0.1_MedmcQA)

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Note: green Score (e.g. "73.2") means that the model is better than frankmorales2020/Mistral-7B-v0.1_MedmcQA.

Rank the Mistral 7B V0.1 MedmcQA 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 v2024072501
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