HuatuoGPT Vision 34B by FreedomIntelligence

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  Arxiv:2406.19280 Dataset:freedomintelligence/pu...   En   Huatuogpt vision   Image-text-to-text   Llava llama   Region:us   Safetensors   Sharded   Tensorflow   Vision   Zh

HuatuoGPT Vision 34B 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 34B (FreedomIntelligence/HuatuoGPT-Vision-34B)

HuatuoGPT Vision 34B Parameters and Internals

Model Type 
multimodal, LLM
Use Cases 
Areas:
medical applications
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Sources:
FreedomIntelligence/PubMedVision
Methodology:
Utilizes LLaVA-v1.5 architecture
Model Architecture:
LLaVA-v1.5
Input Output 
Input Format:
Expected input as image and text (query)
Accepted Modalities:
text, image
Output Format:
text
LLM NameHuatuoGPT Vision 34B
Repository ๐Ÿค—https://huggingface.co/FreedomIntelligence/HuatuoGPT-Vision-34B 
Model Size34b
Required VRAM69.9 GB
Updated2025-01-24
MaintainerFreedomIntelligence
Model Typellava_llama
Model Files  4.8 GB: 1-of-15   4.8 GB: 2-of-15   5.0 GB: 3-of-15   4.8 GB: 4-of-15   4.8 GB: 5-of-15   5.0 GB: 6-of-15   4.8 GB: 7-of-15   4.8 GB: 8-of-15   5.0 GB: 9-of-15   4.8 GB: 10-of-15   4.8 GB: 11-of-15   5.0 GB: 12-of-15   4.8 GB: 13-of-15   4.8 GB: 14-of-15   1.9 GB: 15-of-15
Supported Languagesen zh
Model ArchitectureLlavaLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size64000
Torch Data Typebfloat16

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Llava V1.6 34B4K / 69.9 GB13796343
LLaVA NeXT Video 34B4K / 69.9 GB4116
LLaVA NeXT Video 34B DPO4K / 69.9 GB2210
Yi VL 34B4K / 70.3 GB129262
Llava V1.6 34B Finetune4K / 69.9 GB124
Hf Llava V1.6 34B4K / 69.9 GB226
Note: green Score (e.g. "73.2") means that the model is better than FreedomIntelligence/HuatuoGPT-Vision-34B.

Rank the HuatuoGPT Vision 34B 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