nanochat/nanochat
Andrej Karpathy c0dbf1f3ff use COMPUTE_DTYPE-aware cast in Muon polar express step
The bf16 cast is intentional for speed on Hopper+ GPUs, but should be
skipped on other platforms rather than blindly applied. fp16 is unstable
here due to its limited exponent range, and fp32 platforms don't benefit
from the cast. Now: bf16 when COMPUTE_DTYPE is bf16, no cast otherwise.

Inspired by PR #667.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-25 20:19:14 +00:00
..
__init__.py initial commit 2025-10-13 06:49:24 -07:00
checkpoint_manager.py tune the data mixture a bit, load optimizer by default when SFT. These were confirmed to be best settings from sweeps of sft 2026-02-18 15:49:18 +00:00
common.py delete autocast, an unnecessary thorn in my side, manage dtypes directly 2026-03-04 23:55:30 +00:00
core_eval.py initial commit 2025-10-13 06:49:24 -07:00
dataloader.py big, breaking change but large upside: swap previous FineWeb-EDU dataset to NVIDIA ClimbMix dataset. Requires people to download the data shards. The upside is that training GPT-2 capablity model now only takes ~2 hours, down from 2.76 hours, so this is a huge win data-wise 2026-03-04 19:47:12 +00:00
dataset.py big, breaking change but large upside: swap previous FineWeb-EDU dataset to NVIDIA ClimbMix dataset. Requires people to download the data shards. The upside is that training GPT-2 capablity model now only takes ~2 hours, down from 2.76 hours, so this is a huge win data-wise 2026-03-04 19:47:12 +00:00
engine.py Autoresearch round 2: smear, backout, and hyperparameter tuning 2026-03-14 17:03:06 +00:00
execution.py nit delete redundant catch/raise in execute 2025-10-29 08:10:03 -07:00
flash_attention.py delete autocast, an unnecessary thorn in my side, manage dtypes directly 2026-03-04 23:55:30 +00:00
fp8.py delete autocast, an unnecessary thorn in my side, manage dtypes directly 2026-03-04 23:55:30 +00:00
gpt.py Autoresearch round 2: smear, backout, and hyperparameter tuning 2026-03-14 17:03:06 +00:00
logo.svg initial commit 2025-10-13 06:49:24 -07:00
loss_eval.py fix typos 2025-11-14 11:20:25 +01:00
optim.py use COMPUTE_DTYPE-aware cast in Muon polar express step 2026-03-25 20:19:14 +00:00
report.py remove leftover mid references (#491) 2026-02-02 08:33:46 -08:00
tokenizer.py adjust the comment on the regex pattern per recent experimnet see dev/LOG.md 2026-01-13 17:50:39 +00:00
ui.html Fix conversation scroll to bottom on some browsers + remove duplicated padding (#348) 2025-12-31 13:03:22 -08:00