Mistral 7B LoRA VisionCLIP LLAVA by sshh12

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Finetuned   Instruct   Lora   Mistral-lmm   Multimodal   Region:us

Mistral 7B LoRA VisionCLIP LLAVA Benchmarks

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

Mistral 7B LoRA VisionCLIP LLAVA Parameters and Internals

LLM NameMistral 7B LoRA VisionCLIP LLAVA
Repository ๐Ÿค—https://huggingface.co/sshh12/Mistral-7B-LoRA-VisionCLIP-LLAVA 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.1   mistralai/Mistral-7B-Instruct-v0.1
Model Size7b
Required VRAM0.3 GB
Updated2024-09-07
Maintainersshh12
Instruction-BasedYes
Model Files  0.3 GB   0.0 GB
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|k_proj|v_proj|o_proj|q_proj|up_proj|down_proj
LoRA Alpha16
LoRA Dropout0.05
R Param64
Mistral 7B LoRA VisionCLIP LLAVA (sshh12/Mistral-7B-LoRA-VisionCLIP-LLAVA)

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Note: green Score (e.g. "73.2") means that the model is better than sshh12/Mistral-7B-LoRA-VisionCLIP-LLAVA.

Rank the Mistral 7B LoRA VisionCLIP LLAVA 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803