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LLaVA NeXT Video 7B DPO by lmms-lab

 »  All LLMs  »  lmms-lab  »  LLaVA NeXT Video 7B DPO   URL Share it on

  1036   
  Autotrain compatible   Llava   Region:us   Safetensors   Sharded   Tensorflow   Video-text-to-text
Model Card on HF 🤗: https://huggingface.co/lmms-lab/LLaVA-NeXT-Video-7B-DPO 

LLaVA NeXT Video 7B DPO Benchmarks

LLME Score: 0.21854
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LLaVA NeXT Video 7B DPO (lmms-lab/LLaVA-NeXT-Video-7B-DPO)

LLaVA NeXT Video 7B DPO Parameters and Internals

Model Type 
video-text-to-text, multimodal, chatbot
Use Cases 
Areas:
research
Primary Use Cases:
research on large multimodal models and chatbots
Training Details 
Data Sources:
LAION/CC/SBU, BLIP, GPT, VQA, ShareGPT, VideoChatGPT-Instruct, ShareGPTVideo
Methodology:
Fine-tuning LLM on multimodal instruction-following data
Training Time:
April 2024
LLM NameLLaVA NeXT Video 7B DPO
Repository 🤗https://huggingface.co/lmms-lab/LLaVA-NeXT-Video-7B-DPO 
Model Size7b
Required VRAM14.2 GB
Updated2024-12-26
Maintainerlmms-lab
Model Typellava
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.3 GB: 3-of-3   0.0 GB
Model ArchitectureLlavaLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.39.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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LLaVA NeXT Video 7B4K / 14.1 GB77341
Table Llava V1.5 7B4K / 14.2 GB16811
Video LLaVA 7B4K / 15 GB1159181
...va 1.5 Image Classification V34K / 23.3 GB2150
Note: green Score (e.g. "73.2") means that the model is better than lmms-lab/LLaVA-NeXT-Video-7B-DPO.

Rank the LLaVA NeXT Video 7B DPO Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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