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| author | Sam Larson <166414725+saml212@users.noreply.github.com> | 2026-03-19 14:28:57 -0700 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2026-03-19 14:28:57 -0700 |
| commit | 555669e8330472143139c2f82bba15baab1a5e0d (patch) | |
| tree | 71984b3355769e6e21e374a4f39327463ca1de02 /data/README.md | |
| parent | ad7b62c714740d65bb714e5ca530eebe9c8cedac (diff) | |
Int6 + MLP 3x + sliding window: val_bpb=1.1574 (#61)
* Warmdown-quantization co-optimization, val_bpb=1.2154
Novel finding: aggressive LR decay (WARMDOWN_ITERS=20000) reduces int8 quantization
penalty from 0.014 to 0.005 BPB. Combined with FP16 tied embeddings and moderate
NTK-RoPE extrapolation (eval@1408).
Full warmdown sweep across 10 values and detailed analysis in README.
* breakthrough: 1.1574 BPB via int6 + MLP 3x + sliding window stride=256
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Co-authored-by: Sam Larson <saml212@users.noreply.github.com>
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