VideoLLaMA2 7B 16F by DAMO-NLP-SG

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  Arxiv:2306.02858   Arxiv:2406.07476   Autotrain compatible   Dataset:lin-chen/sharegpt4v Dataset:liuhaotian/llava-instr... Dataset:opengvlab/videochat2-i...   En   Endpoints compatible   Instruct   Large video-language model Multimodal large language mode...   Region:us   Safetensors   Sharded   Tensorflow   Videollama2 mistral   Visual-question-answering

VideoLLaMA2 7B 16F Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
VideoLLaMA2 7B 16F (DAMO-NLP-SG/VideoLLaMA2-7B-16F)

VideoLLaMA2 7B 16F Parameters and Internals

Model Type 
multimodal large language model, large video-language model
Additional Notes 
If you find VideoLLaMA useful for your research and applications, please cite using the provided BibTeX.
Supported Languages 
en (proficient)
Input Output 
Accepted Modalities:
video, image
Release Notes 
Version:
2024.06.12
Date:
2024-06-12
Notes:
Release model weights and the first version of the technical report of VideoLLaMA 2.
Version:
2024.06.03
Date:
2024-06-03
Notes:
Release training, evaluation, and serving codes of VideoLLaMA 2.
LLM NameVideoLLaMA2 7B 16F
Repository ๐Ÿค—https://huggingface.co/DAMO-NLP-SG/VideoLLaMA2-7B-16F 
Model Size7b
Required VRAM16 GB
Updated2025-02-15
MaintainerDAMO-NLP-SG
Model Typevideollama2_mistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureVideollama2MistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than DAMO-NLP-SG/VideoLLaMA2-7B-16F.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227