HuatuoGPT Vision 7B by FreedomIntelligence

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  Arxiv:2406.19280   Autotrain compatible   Conversational Dataset:freedomintelligence/pu...   En   Endpoints compatible   Llava qwen2   Region:us   Safetensors   Sharded   Tensorflow   Vision   Zh

HuatuoGPT Vision 7B Benchmarks

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

HuatuoGPT Vision 7B Parameters and Internals

Model Type 
text generation, multimodal
Use Cases 
Areas:
medical applications
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Sources:
PubMedVision dataset
Methodology:
Qwen2-7B using the LLaVA-v1.5 architecture.
Model Architecture:
LLaVA-v1.5
LLM NameHuatuoGPT Vision 7B
Repository ๐Ÿค—https://huggingface.co/FreedomIntelligence/HuatuoGPT-Vision-7B 
Model Size7b
Required VRAM15.9 GB
Updated2025-02-22
MaintainerFreedomIntelligence
Model Typellava_qwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen zh
Model ArchitectureLlavaQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.40.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Rank the HuatuoGPT Vision 7B 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 v20241227