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	9e30cf7039	chore: remove duplicate subtitle file and log (now gitignored)	2026-03-06 12:21:54 +08:00
wassname	95fee7b5cb	chore: include Goodfellow chapters (author encourages sharing)	2026-03-06 10:16:00 +08:00
wassname	4393cceefd	initial: ML debugging folklore skill ... Deep research to uplift LLMs for ML debugging, opinionated by source selection. Distilled from Schulman, Jones, Rahtz, Goodfellow, CS231n, FSDL, and more. Includes runnable diagnostic scripts and LLM-specific anti-patterns. Author: wassname (https://github.com/wassname)	2026-03-06 10:11:30 +08:00