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A comment on Astra can read and write weights to improve Qwen. Parent comment

Re:Astra can read and write weights to improve Qwen by jgbuddy on Monday November 02, 2026 @03:46PM (#50343472)
> although the details seem to suggest that it's given a lot more freedom to run forward passes and do limited experiments

No tools or forward passes are allowed

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Re:Astra can read and write weights to improve Qwen by Imnimo on Monday November 02, 2026 @03:58PM (#50343642)
Under experiment 8 (the one where it fixes performance on GSM8K) it says:

>Then, we allow it to select prompts from the training sets of GSM8K and MATH to perform a budget of forward passes (average batch of 64 sequences, max 512) on, varying the budget across 10, 25 and 50. Again, no training or gradient information is allowed.

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