Florence 2 Base by microsoft

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  Arxiv:2311.06242   Autotrain compatible   Custom code   Florence2   Image-text-to-text   Pytorch   Region:us   Vision

Florence 2 Base 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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Florence 2 Base Parameters and Internals

LLM NameFlorence 2 Base
Repository ๐Ÿค—https://huggingface.co/microsoft/Florence-2-base 
Required VRAM0.5 GB
Updated2025-06-11
Maintainermicrosoft
Model Typeflorence2
Model Files  0.5 GB
Model ArchitectureFlorence2ForConditionalGeneration
Licensemit
Model Max Length1024
Transformers Version4.41.0.dev0
Vocabulary Size51289
Torch Data Typefloat16
Florence 2 Base (microsoft/Florence-2-base)

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Florence 2 Large0K / 1.6 GB7905911564
Florence 2 Large Ft0K / 1.5 GB84249353
Florence 2 Base Ft0K / 0.5 GB65094116
Note: green Score (e.g. "73.2") means that the model is better than microsoft/Florence-2-base.

Rank the Florence 2 Base 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