Matt Langston 75bd386b8e add Flash Attention 2 as a middle tier between FA3 and SDPA ... on sm80+ non-Hopper GPUs (Blackwell, Ada, Ampere) with the flash-attn package installed, FA2 kernels replace the SDPA fallback. priority is FA3 > FA2 > SDPA. measured 28% faster than SDPA on GB10, and makes sliding-window attention fast on Blackwell (where FA3 is unavailable). no effect on H100: USE_FA3 wins whenever available so runs/speedrun.sh on 8xH100 runs the same kernels as before. tests/test_attention_fallback.py::TestFA2VsSDPA compares FA2 and SDPA output on any sm80+ GPU with flash-attn installed. context: https://github.com/karpathy/nanochat/discussions/710 (the writeup was produced from my dgx-spark branch at https://github.com/matt-langston/nanochat/tree/dgx-spark, which carries these two PRs plus a DGX-Spark-Bundle-specific speedrun script I kept separate) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>		2026-04-17 19:51:22 -07:00
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base_eval.py	delete autocast, an unnecessary thorn in my side, manage dtypes directly	2026-03-04 23:55:30 +00:00
base_train.py	add Flash Attention 2 as a middle tier between FA3 and SDPA	2026-04-17 19:51:22 -07:00
chat_cli.py	delete autocast, an unnecessary thorn in my side, manage dtypes directly	2026-03-04 23:55:30 +00:00
chat_eval.py	delete autocast, an unnecessary thorn in my side, manage dtypes directly	2026-03-04 23:55:30 +00:00
chat_rl.py	delete autocast, an unnecessary thorn in my side, manage dtypes directly	2026-03-04 23:55:30 +00:00
chat_sft.py	add Flash Attention 2 as a middle tier between FA3 and SDPA	2026-04-17 19:51:22 -07:00
chat_web.py	delete autocast, an unnecessary thorn in my side, manage dtypes directly	2026-03-04 23:55:30 +00:00
tok_eval.py	initial commit	2025-10-13 06:49:24 -07:00
tok_train.py	fix: correct minor typos in help text, README, and comments	2026-03-12 17:03:26 +08:00