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DeepEncoder V2

2 articles · Page 1 of 1

Jan 29, 2026 · Artificial Intelligence

DeepSeek-OCR 2 Open‑Source: Enabling Human‑Like Image Reading with Causal Reasoning

DeepSeek-OCR 2 introduces a causal‑flow encoder‑decoder architecture that replaces fixed‑grid scanning with semantic token reordering, achieving higher accuracy and lower token budgets on diverse document benchmarks while being fully open‑source on GitHub and Hugging Face.

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0 likes · 6 min read

DeepSeek-OCR 2 Open‑Source: Enabling Human‑Like Image Reading with Causal Reasoning

Old Zhang's AI Learning

Jan 27, 2026 · Artificial Intelligence

DeepSeek-OCR 2 Enables AI to Read Images with Human‑Like Logical Flow

DeepSeek-OCR 2 introduces Visual Causal Flow and a LLM‑based visual encoder, achieving 91.09% accuracy on OmniDocBench v1.5, while providing detailed installation, two inference modes (vLLM and Transformers), and an analysis of its strengths and limitations for complex document processing.

DeepEncoder V2DeepSeek-OCR 2LLM

0 likes · 9 min read

DeepSeek-OCR 2 Enables AI to Read Images with Human‑Like Logical Flow