visual tokens - aitoearn

visual tokens

Zhipu Was Just Unlucky — Visual Token Research Collided with DeepSeek

Glyph & DeepSeek-OCR: The Visual Token Showdown It’s quite the coincidence — Zhipu and DeepSeek have crossed paths again. Just one day after DeepSeek-OCR debuted, Zhipu open-sourced its own visual token framework: Glyph. And on the same stage? Enter Karpathy, who’s been showering DeepSeek with likes the past few

AI compression

DeepSeek’s New Model Uses OCR to Tackle Ultra-Long Text: Can the World Be Compressed More Efficiently?

DeepSeek-OCR: Visual Compression for Long-Context AI Models DeepSeek has introduced "DeepSeek-OCR: A Large-Model Long-Context Enhancement Scheme Based on Visual Compression". Despite the “OCR” label, this is not just about better text recognition — it’s a solution to the context length bottleneck in large AI models. Mainstream LLMs currently

DeepSeek OCR

DeepSeek’s New Model Is Wild: The Entire AI World Is Exploring the Visual Path, and Karpathy Drops the Act

DeepSeek-OCR: A Potential Paradigm Shift in LLMs > “I really like the new DeepSeek-OCR paper... Perhaps it’s more reasonable that all inputs to LLMs should be images. Even if by chance you have purely text input, you might prefer to render it first, then feed it in.” Sudden Disruption