DeepSeek OCR 2 by deepseek-ai

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DeepSeek OCR 2 is an open-source language model by deepseek-ai. Features: 3.4b LLM, VRAM: 6.8GB, Context: 8K, License: apache-2.0, LLM Explorer Score: 0.49.

  Arxiv:2510.18234   Arxiv:2601.20552   Custom code   Deepseek   Deepseek vl v2   Eval-results   Feature-extraction   Image-text-to-text   Multilingual   Ocr   Region:us   Safetensors   Sharded   Tensorflow   Vision   Vision-language

DeepSeek OCR 2 Benchmarks

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

DeepSeek OCR 2 Parameters and Internals

LLM NameDeepSeek OCR 2
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-OCR-2 
Model Size3.4b
Required VRAM6.8 GB
Updated2026-05-20
Maintainerdeepseek-ai
Model Typedeepseek_vl_v2
Model Files  6.8 GB: 1-of-1
Model ArchitectureDeepseekOCR2ForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.46.3
Tokenizer ClassLlamaTokenizerFast
Padding Token<|▁pad▁|>
Vocabulary Size129280
Torch Data Typebfloat16

Rank the DeepSeek OCR 2 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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Release v20260328a