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deepseek-ai / image-text-to-text updated 6 months ago

DeepSeek-OCR-2

🌟 Github 📥 Model Download 📄 Paper Link 📄 Arxiv Paper Link DeepSeek-OCR 2: Visual Causal Flow Explore more human-like visual encoding.

Params
3.4 B
Context
8,192
Downloads 30d
2.1 M
Likes
1,070
Commercial use: allowed apache-2.0 Not gated SAFETENSORS 1 languages View on Hugging Face ↗

Download history

daily snapshots · 10 days
2.5 M2.1 M
Jul 28Jul 31Aug 3Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

FileQuantSizeEst. VRAMVerdict on RTX 4090 · 24 GB
model.safetensors bf16 6.8 GB 8.5 GB ✅ Runs comfortably
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Architecture
DeepseekOCR2ForCausalLM
Parameters
3.4 B
Tensor type
BF16
Context length
8,192
Vocabulary
129,280
Layers / heads
12 / 10
Licence
apache-2.0
First seen on the Hub
2026-01-27
Training datasets
undisclosed
Added to our catalog
2026-07-28
Compare with
Qwen3.5-9B 12.4 M Qwen2.5-VL-7B-Instruct 9.3 M Qwen2.5-VL-3B-Instruct 8.2 M Qwen3.5-4B 6.7 M Qwen3-VL-4B-Instruct 4.0 M Unlimited-OCR 2.7 M
Appears in
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