OCRia-1 is one of the fastest models ever for doc parsing. We sped up OCRia-1 by 10x on…
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OCRia-1 is one of the fastest models ever for doc parsing. We sped up OCRia-1 by 10x on a single B200 (285 tok/s --> 2800 tok/s). there are a ton of useful learnings in this extremely detailed blog post for anyone looking to optimize models! * we made use of established practices, like quantization and spec decoding (dflash2), to simultaneously reduce memory usage and increase tokens per second * we made 17 other optimizations - replaySSM, kernel fusion, vLLM changes, and more. Huge shoutout to our research team. They've made it possible for us to serve billions of pages at scale. We've c
Posted by Jerry Liu (87.5k followers) 1 h ago · 9 likes · 1.1k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: Extract V2.6: Max Effort.
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