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LLaVA Meta Llama 3 8B Instruct Lora by MBZUAI

 »  All LLMs  »  MBZUAI  »  LLaVA Meta Llama 3 8B Instruct Lora   URL Share it on

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  Autotrain compatible   Endpoints compatible   Instruct   Llava llama   Lora   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/MBZUAI/LLaVA-Meta-Llama-3-8B-Instruct-lora 

LLaVA Meta Llama 3 8B Instruct Lora Benchmarks

LLME Score: 0.14829
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LLaVA Meta Llama 3 8B Instruct Lora (MBZUAI/LLaVA-Meta-Llama-3-8B-Instruct-lora)
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LLaVA Meta Llama 3 8B Instruct Lora Parameters and Internals

Model Type 
Multimodal
Additional Notes 
The repository contains projector and LoRA weights.
Training Details 
Data Sources:
LCS-558K, LLaVA-Instruct-665K
Methodology:
Pretraining involves training only the Vision-to-Language projector while keeping the rest of the model frozen. Fine-tuning applies LoRA to the LLM, keeping the vision-backbone (CLIP) frozen.
LLM NameLLaVA Meta Llama 3 8B Instruct Lora
Repository 🤗https://huggingface.co/MBZUAI/LLaVA-Meta-Llama-3-8B-Instruct-lora 
Model Size8b
Required VRAM0.7 GB
Updated2025-09-23
MaintainerMBZUAI
Instruction-BasedYes
Model Files  0.7 GB   0.0 GB
Model ArchitectureAutoModelForCausalLM
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|down_proj|k_proj|up_proj|gate_proj|o_proj|v_proj
LoRA Alpha256
LoRA Dropout0.05
R Param128

Best Alternatives to LLaVA Meta Llama 3 8B Instruct Lora

Best Alternatives
Context / RAM
Downloads
Likes
Llama 3.1 8B Instuct Uz128K / 16.1 GB100015
ConfTuner Ministral0K / 16.1 GB253
Autotrain Pvqlj Odah20K / 0.2 GB180
500tiao 100lun0K / 0.2 GB50
Llama 3.1 8B Instruct Uz0K / 16.1 GB120415
...8B Instruct Shimshimi 500 Ver20K / 16.1 GB80
Codelica0K / 16.1 GB1110
ModeliCo 8B0K / 16.1 GB12
...3.1 8B Instruct Simplicity RAG0K / 48.2 GB140
Llama31 Eros0K / 16.1 GB41
Note: green Score (e.g. "73.2") means that the model is better than MBZUAI/LLaVA-Meta-Llama-3-8B-Instruct-lora.

Rank the LLaVA Meta Llama 3 8B Instruct Lora 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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