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# Four-head nanoGPT baseline — 2026-08-27

This experiment archives the completed five-seed AdamW versus MuonClip four-attention-head baseline.

- [Open rendered report](https://raw.githack.com/CalculatedContent/rg_optimizers/main/baseline/experiments/nanogpt_four_head_2026_08_27_baseline/results/five_seed/report.html)
- [Archived HTML](results/five_seed/report.html)
- [Exact protocol](results/five_seed/protocol.yaml)
- [Plot assets](results/five_seed/plots/)

The campaign used seeds 1337, 2027, 4099, 31415, and 271828. The report contains five-seed aggregate performance, WeightWatcher, and optimizer-diagnostic plots.
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# Archived nanoGPT baseline results
# One-head nanoGPT baseline results

These reports archive the completed five-seed AdamW and MuonClip baselines. The rendered links are pinned to commit `19e3c280d55beb89cdf68e23288dab78ccb0607d`, including every referenced plot asset.
This directory contains the completed five-seed AdamW and MuonClip one-head baseline.

| Experiment | Rendered report | Archived files |
|---|---|---|
| One attention head, five seeds | [Open rendered report](https://raw.githack.com/CalculatedContent/rg_optimizers/19e3c280d55beb89cdf68e23288dab78ccb0607d/baseline/experiments/nanogpt_one_head_2026_08_21_baseline/results/one_head_5seed/report.html) | [HTML](one_head_5seed/report.html) · [Protocol](one_head_5seed/protocol.yaml) |
| Four attention heads, five seeds | [Open rendered report](https://raw.githack.com/CalculatedContent/rg_optimizers/19e3c280d55beb89cdf68e23288dab78ccb0607d/baseline/experiments/nanogpt_one_head_2026_08_21_baseline/results/four_head_5seed/report.html) | [HTML](four_head_5seed/report.html) · [Protocol](four_head_5seed/protocol.yaml) |
- [Open rendered report](https://raw.githack.com/CalculatedContent/rg_optimizers/main/baseline/experiments/nanogpt_one_head_2026_08_21_baseline/results/one_head_5seed/report.html)
- [Archived HTML](one_head_5seed/report.html)
- [Exact protocol](one_head_5seed/protocol.yaml)

The four-head baseline is archived separately under [`nanogpt_four_head_2026_08_27_baseline`](../../nanogpt_four_head_2026_08_27_baseline/).
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