Llava Onevision Qwen2 7B Si by lmms-lab

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  Arxiv:2408.03326   Autotrain compatible   Conversational Dataset:lmms-lab/llava-onevisi...   En   Endpoints compatible   Instruct   Llava   Model-index   Multimodal   Region:us   Safetensors   Sharded   Tensorflow   Zh

Llava Onevision Qwen2 7B Si Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llava Onevision Qwen2 7B Si (lmms-lab/llava-onevision-qwen2-7b-si)

Llava Onevision Qwen2 7B Si Parameters and Internals

Model Type 
multimodal
Use Cases 
Areas:
Research, Commercial applications
Limitations:
Only suitable for multimodal tasks
Supported Languages 
English (Full support), Chinese (Full support)
Training Details 
Data Sources:
lmms-lab/LLaVA-OneVision-Data
Context Length:
32000
Hardware Used:
256 * Nvidia Tesla A100
Model Architecture:
SO400M + Qwen2
Input Output 
Input Format:
Images, multi-image, video inputs
Accepted Modalities:
image, video
Output Format:
Text
LLM NameLlava Onevision Qwen2 7B Si
Repository ๐Ÿค—https://huggingface.co/lmms-lab/llava-onevision-qwen2-7b-si 
Model Size7b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerlmms-lab
Model Typellava
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   1.3 GB: 4-of-4   0.0 GB
Supported Languagesen zh
Model ArchitectureLlavaQwenForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227