UNLIMITED OCR WORKS

Summary from the TLDR AI newsletter

Unlimited OCR is a model designed to emulate human parsing working memory. It uses DeepSeek OCR as a baseline and combines it with a constant KV cache design. Unlimited OCR can transcribe dozens of pages of documents in a single forward pass under a standard maximum length of 32K. The technique used to develop Unlimited OCR is equally applicable to tasks such as ASR and translation.