4 Commits

Author	SHA1	Message	Date
wassname	ced4edc200	feat(ml_debug): add Karpathy recipe + nanochat evidence, update-ratio diagnostic ... Add 3 new evidence files from modern open-source sources: - karpathy_recipe_training_nn_2019.md: Karpathy's training recipe blog post - nanochat_deepwiki_llm_pretraining_2026.md: 320+ HP sweeps for GPT-2-scale pretraining - sanh_simple_considerations_hf_2021.md: HuggingFace NLP debugging notes Add update-to-data ratio diagnostic to refs/diagnostics.md (target ~1e-3). Add LLM pretraining gap note to SKILL.md intro linking the new sources. Add tanh saturation % to logging checklist.	2026-03-10 05:32:37 +08:00
wassname	bbe3fe0985	feat(ml_debug): add JAX grep patterns and diagnostic equivalents ... refs/static_analysis.md: JAX-specific grep patterns (in-place mutation, print side effects, key reuse, numpy escape, cast behavior). refs/diagnostics.md: JAX equivalents table (NaN detection, gradcheck, disable_jit, debug.print, debug.breakpoint, checkify).	2026-03-06 14:10:39 +08:00
wassname	7ac7aacac7	fix(ml_debug): address review feedback ... - Fix stale Part 2 cross-references to link to rl/SKILL.md - Add McCandlish + Slavv back to parent Sources (cited in Part 7) - Add back-links from refs/ files to parent SKILL.md	2026-03-06 13:59:48 +08:00
wassname	70c28f06ac	refactor(ml_debug): extract grep patterns and diagnostics to refs/ ... Moved 6.1 (static analysis grep patterns) and 6.2 (diagnostic code snippets) to refs/static_analysis.md and refs/diagnostics.md. Triage tree (6.3) stays in main with references to the ref files. ml_debug/SKILL.md reduced from 7229w to 5093w (~30% from original).	2026-03-06 13:54:37 +08:00