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Nathan Lambert Bluesky

An basic idea in scaling RL: Can we allocate more compute to the harder problems? We did this: If your GRPO group has all wrong completions, sample more with probability P (~0.9) -- in search of more GRPO batches with nonzero gradient. It works! The paper:

grpoallocatecompletions

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Sources

Top people

8 September

John Maedax.com

  • youtu.be

    LLMsRelated

17 August

swyxx.com

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8 August

Kyle Chaykax.com

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15 June

Randall WilkRecommends

  • Likedrcmnd.app

    Laravel Idea

    Their words

    Since I mostly work on Laravel projects or packages, I usually enable the Laravel Idea plugin. It's a paid plugin, but it's definitely worth the money since it can provide stuff like auto-completions for route names, request fields and more.

    randallwilk.dev

13 March

Dylan PatelKorrents

  • Their words

    TSMC is much more excited to give allocation to Graviton than they are to tranium because they view CPU business as more stable long-term growth right and as a company that is conservative and doesn't want to ride cycles of growth too hard you actually want to allocate to the uh the market that is more stable and lower growth rate first before you allocate all the incremental capacity to the fast growth rate market.

    youtube.com

11 March

Steve YeggeKorrents

3 August 2025

Jacob TrefethenBlog

12 September 2024

Austin VernonBlog

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