Interpretability, benchmarks, and deployment stories from the front lines of multimodal document intelligence.
We walk through the new vision token compressor released with DeepSeek OCR v1.1, share latency benchmarks across A100, L40S, and CPU-only environments, and publish configuration snippets for Triton Inference Server.
Discover how teams combine the OCR backbone with reasoning models to answer structured questions from receipts, lab reports, and handwritten forms in 90+ languages.
An overview of the datasets behind DeepSeek OCR, proposed red-teaming procedures, and guidance for enterprises handling regulated documents.
End-to-end tutorial for serving DeepSeek OCR with vLLM, including autoscaling strategies and GPU memory calculators.
View on GitHubGuidelines for preparing multilingual PDFs and scanned pages so the model captures layout, handwriting, and tabular data.
Learn about the methodologyMonthly briefings where maintainers share roadmap updates, invite lightning talks, and gather feedback from production deployments.
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