News for hackers. Stuff that matters.
Re:DeepSeek V4 Flash 0731 by nmitchko on Friday August 07, 2026 @05:19PM (#49216358)
Perhaps it might be interesting: a latent thinking version is here https://huggingface.co/nmitchko/DeepSeek-V4-Flash-0731-Laten...

Does no thinking emissions for context saving.

Re:DeepSeek V4 Flash 0731 by kamranjon on Friday August 07, 2026 @05:22PM (#49216390)
This is pretty interesting, I've never heard of this approach before - do you know if there is a research paper that covers how this was achieved?
Re:DeepSeek V4 Flash 0731 by nmitchko on Saturday August 08, 2026 @06:12AM (#49220375)
It’s an adaptation of CoLaR, but my implementation is a little different: - Dedicated stop head to fire when latent thinking hits threshold - MTP support with training taking draft support as first class - different architectural layer 35 -> layer 42 writeback. So latents skip roughly 6.2 tokens of reasoning per token, then never make it to decoded output
Re:DeepSeek V4 Flash 0731 by krackers on Sunday August 09, 2026 @04:34AM (#49229578)
This deserves its own hn post!
Re:DeepSeek V4 Flash 0731 by nmitchko on Sunday August 09, 2026 @07:52AM (#49230591)