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Lora Adapted Mistral 7B by MoslemTCM

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  Arxiv:1910.09700   Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Finetuned   Instruct   Lora   Peft   Region:us   Safetensors

Lora Adapted Mistral 7B Benchmarks

LLME Score: 0.23487
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Lora Adapted Mistral 7B Parameters and Internals

LLM NameLora Adapted Mistral 7B
Repository 🤗https://huggingface.co/MoslemTCM/Lora-adapted-Mistral-7B 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM0 GB
Updated2024-08-15
MaintainerMoslemTCM
Instruction-BasedYes
Model Files  1.2 GB   0.3 GB   0.0 GB   0.0 GB
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleslm_head|v_proj|k_proj|up_proj|down_proj|gate_proj|q_proj|o_proj
LoRA Alpha64
LoRA Dropout0.05
R Param64
Lora Adapted Mistral 7B (MoslemTCM/Lora-adapted-Mistral-7B)

Best Alternatives to Lora Adapted Mistral 7B

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Context / RAM
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...Sql Flash Attention 2 Dataeval0K / 1.9 GB1232
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...al 7B Instruct V0.3 17193505280K / 0.9 GB50
...al 7B Instruct V0.3 17193444300K / 3.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than MoslemTCM/Lora-adapted-Mistral-7B.

Rank the Lora Adapted 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 v2024072803
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