Flash VStream 7B by IVGSZ

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  Arxiv:2406.08085   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded   Video understanding   Vision   Vision-language model   Vstream
Model Card on HF ๐Ÿค—: https://huggingface.co/IVGSZ/Flash-VStream-7b 

Flash VStream 7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Flash VStream 7B (IVGSZ/Flash-VStream-7b)

Flash VStream 7B Parameters and Internals

Model Type 
vision-language model, video understanding
Additional Notes 
The model is designed to simulate the memory mechanism of humans, allowing it to process long video streams in real-time and respond to queries simultaneously.
Training Details 
Data Sources:
LAION/CC/SBU, WebVid, ActivityNet
LLM NameFlash VStream 7B
Repository ๐Ÿค—https://huggingface.co/IVGSZ/Flash-VStream-7b 
Model Size7b
Required VRAM14.2 GB
Updated2025-02-22
MaintainerIVGSZ
Model Typevstream
Model Files  10.0 GB: 1-of-2   4.2 GB: 2-of-2   0.0 GB
Model ArchitectureVStreamLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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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 v20241227