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Open Llava Next Llama3 8B by Lin-Chen

 »  All LLMs  »  Lin-Chen  »  Open Llava Next Llama3 8B   URL Share it on

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  Autotrain compatible   Conversational   Dataset:lin-chen/sharegpt4v   Image-text-to-text   Llava llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Lin-Chen/open-llava-next-llama3-8b 

Open Llava Next Llama3 8B Benchmarks

LLME Score: 0.19343
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Open Llava Next Llama3 8B (Lin-Chen/open-llava-next-llama3-8b)

Open Llava Next Llama3 8B Parameters and Internals

Model Type 
multimodal, chatbot
Use Cases 
Areas:
research, large multimodal models, chatbots
Primary Use Cases:
research on large multimodal models and chatbots
Additional Notes 
Trained on open-source data
Training Details 
Data Sources:
Lin-Chen/Open-LLaVA-NeXT-mix1M
Data Volume:
Open-source datasets including ShareGPT4V Mix665K, 200K GPT4V-generated instruction data (ALLaVA), 200K VQA data
Methodology:
Fine-tuning the entire model on open-source data
Training Time:
May 2024
LLM NameOpen Llava Next Llama3 8B
Repository 🤗https://huggingface.co/Lin-Chen/open-llava-next-llama3-8b 
Model Size8b
Required VRAM16.7 GB
Updated2025-02-22
MaintainerLin-Chen
Model Typellava_llama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.8 GB: 4-of-4   0.0 GB
Model ArchitectureLlavaLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.37.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size128257
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Lin-Chen/open-llava-next-llama3-8b.

Rank the Open Llava Next Llama3 8B 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 v20241227
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