Florence 2 DocVQA by HuggingFaceM4

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  Arxiv:1910.09700   Autotrain compatible Base model:finetune:microsoft/... Base model:microsoft/florence-...   Custom code   Florence2   Image-text-to-text   Region:us   Safetensors

Florence 2 DocVQA Benchmarks

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

Florence 2 DocVQA Parameters and Internals

LLM NameFlorence 2 DocVQA
Repository ๐Ÿค—https://huggingface.co/HuggingFaceM4/Florence-2-DocVQA 
Base Model(s)  Florence 2 Base Ft   microsoft/Florence-2-base-ft
Model Size822.9m
Required VRAM3.3 GB
Updated2024-11-10
MaintainerHuggingFaceM4
Model Typeflorence2
Model Files  3.3 GB
Model ArchitectureFlorence2ForConditionalGeneration
Model Max Length1024
Transformers Version4.41.2
Tokenizer ClassBartTokenizer
Padding Token<pad>
Vocabulary Size51289
Torch Data Typefloat32
Errorsreplace
Florence 2 DocVQA (HuggingFaceM4/Florence-2-DocVQA)

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Florence Vl30K / 3.3 GB4752
Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceM4/Florence-2-DocVQA.

Rank the Florence 2 DocVQA Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803