OneChart by kppkkp

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  Arxiv:2404.09987   Custom code   Feature-extraction   Onechart   Pytorch   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/kppkkp/OneChart 

OneChart Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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OneChart Parameters and Internals

Model Type 
chart structural extraction
Additional Notes 
Demo available on Hugging Face. Uses transformers for deployment. Requires CUDA enabled environment.
Input Output 
Input Format:
image of chart
Accepted Modalities:
image
Output Format:
structured chart data
LLM NameOneChart
Repository ๐Ÿค—https://huggingface.co/kppkkp/OneChart 
Model Size262.3m
Required VRAM0.5 GB
Updated2025-06-09
Maintainerkppkkp
Model TypeOneChart
Model Files  0.5 GB   0.5 GB
Model ArchitectureOneChartOPTForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.32.1
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token</s>
End of Sentence Token</s>
Unk Token</s>
Vocabulary Size50269
Torch Data Typebfloat16
Activation Functionrelu
Errorsreplace
OneChart (kppkkp/OneChart)

Rank the OneChart 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 v20241124