DeepSeek - From the Lab to Production — AI Engineering Since 2019

From the Lab to Production — AI Engineering Since 2019

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DeepSeek

A collection of 2 posts

How to Fine-Tune DeepSeek OCR V2 on Your Own PDFs — From Install to Inference

How to Fine-Tune DeepSeek OCR V2 on Your Own PDFs — From Install to Inference

A practical, step-by-step guide to running and fine-tuning DeepSeek's 3B-parameter document understanding model on your local machine. Why DeepSeek OCR V2? Released January 27, 2026, DeepSeek OCR 2 isn't your typical OCR tool. Traditional OCR scans documents left-to-right, top-to-bottom — like reading a book one pixel row

Why DeepSeek-OCR 2 Could Change Document AI Forever

Why DeepSeek-OCR 2 Could Change Document AI Forever

Yesterday, DeepSeek dropped a paper that might quietly reshape how machines read documents. It's called DeepSeek-OCR 2: Visual Causal Flow, and if you work anywhere near document processing, OCR, or enterprise AI — pay attention. The Problem Nobody Talks About Every vision-language model today reads images the same way: