[submit] 006bf1642e84 — val by hotkey 5DkeUCZNYrcG… - #1406
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# v21: crowned RalphLabsAI#1317 recipe + WSD/Muon-wd/embed-AdamW trainer, throughput declared in config In-place updates vs the pinned base: model/_v4skip.py (untied zero-init head + z-loss; checkpoint key-set identical to current canonical RalphBase), data/dataset.py (epoch-permutation no-replacement sampler), recipe/train.py (WSD stable/1-sqrt, Muon weight decay, embed AdamW, torch.compile + fast_kernels — both config-declared), configs/h100_proxy.json (run config). compile=true, fast_kernels=true, 5150 steps / 2.70B tokens. --- ## Submission identifiers **bundle_hash:** `006bf1642e84363cb43f243a30646280d34cd1747fb7ba688f5ab177daea092e` **miner_hotkey:** `5DkeUCZNYrcGneX7wJDUqYxENX7CicSbzFhnbwhpyyDqYok6` **miner_github:** @HadesHappy **signature:** `d494eda4155f4bbba4c9bbca43338c5e…` Submitted via `scripts/miner_run.py`. The validator will compare this PR's diff against the bundle's `patch.diff` byte-for-byte.
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v21: crowned #1317 recipe + WSD/Muon-wd/embed-AdamW trainer, throughput declared in config
In-place updates vs the pinned base: model/_v4skip.py (untied zero-init head + z-loss; checkpoint key-set identical to current canonical RalphBase), data/dataset.py (epoch-permutation no-replacement sampler), recipe/train.py (WSD stable/1-sqrt, Muon weight decay, embed AdamW, torch.compile + fast_kernels — both config-declared), configs/h100_proxy.json (run config). compile=true, fast_kernels=true, 5150 steps / 2.70B tokens.
Submission identifiers
bundle_hash:
006bf1642e84363cb43f243a30646280d34cd1747fb7ba688f5ab177daea092eminer_hotkey:
5DkeUCZNYrcGneX7wJDUqYxENX7CicSbzFhnbwhpyyDqYok6miner_github: @HadesHappy
signature:
d494eda4155f4bbba4c9bbca43338c5e…Submitted via
scripts/miner_run.py. The validator will comparethis PR's diff against the bundle's
patch.diffbyte-for-byte.