ml-debug

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wassnameandClaudypoo 2692ea8a4e Add reasoning-token budget guidance and LLM-as-judge survey

Add a per-model, per-difficulty token-budget note to judge-selection: models
vary ~6x in tokens/task (Artificial Analysis), reasoning models emit ~8x more
and scale with difficulty (Epoch AI, DeepSeek-R1), and the depth-vs-breadth
trade (cap reasoning low + N passes on easy tasks, which doubles as the
repeat-variance check; don't truncate near model capability). Add Gu et al.
"A Survey on LLM-as-a-Judge" as a second survey anchor. Cache new quotes.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>

2026-07-23 08:54:26 +08:00

checklist.md

docs: resolve ml-debug TODO references

2026-06-12 06:52:38 +08:00

diagnostics.md

Correct overconfident debugging advice

2026-07-12 22:00:49 +08:00

llm_judges.md

Add reasoning-token budget guidance and LLM-as-judge survey

2026-07-23 08:54:26 +08:00

loss_surface.md

Update loss_surface.md