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Llama 3 LongVILA 8B 128Frames by Efficient-Large-Model

 »  All LLMs  »  Efficient-Large-Model  »  Llama 3 LongVILA 8B 128Frames   URL Share it on

  977   
  Arxiv:2312.07533   Arxiv:2408.10188   Llava llama   Region:us   Safetensors   Vila   Vlm
Model Card on HF 🤗: https://huggingface.co/Efficient-Large-Model/Llama-3-LongVILA-8B-128Frames 

Llama 3 LongVILA 8B 128Frames Benchmarks

LLME Score: 0.18993
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 LongVILA 8B 128Frames (Efficient-Large-Model/Llama-3-LongVILA-8B-128Frames)
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Llama 3 LongVILA 8B 128Frames Parameters and Internals

Model Type 
visual language model, multi-image VLM, text generation
Use Cases 
Areas:
research
Applications:
large multimodal models, chatbots
Primary Use Cases:
research on large multimodal models and chatbots
Training Details 
Data Sources:
53 million image-text pairs, interleaved image text content
Methodology:
interleaved image-text pre-training
Model Architecture:
Transformer, siglip, Llama3
Input Output 
Input Format:
Red, Green, Blue; MP4 ;String
Accepted Modalities:
Image, Video, Text
Output Format:
String
LLM NameLlama 3 LongVILA 8B 128Frames
Repository 🤗https://huggingface.co/Efficient-Large-Model/Llama-3-LongVILA-8B-128Frames 
Model Size8b
Updated2024-12-19
MaintainerEfficient-Large-Model
Model Typellava_llama
Model ArchitectureLlavaLlamaModel
Licensecc-by-nc-4.0
Transformers Version4.37.2

Rank the Llama 3 LongVILA 8B 128Frames 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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