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es-hetero/ckpt-sudoku
ckpt-sudoku is a machine learning model from es-hetero. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Evolution-Strategies fine-tuning checkpoints from IBM Blue Vela.
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Updated Oct 29, 2026
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From the Hugging Face model README
Evolution-Strategies fine-tuning checkpoints from IBM Blue Vela.
iter<N>.pth are the periodic training checkpoints and final/pytorch_model.pth
is the end-of-run save. The two are NOT copies of each other even at the same N --
the final save is written a few ES steps after the last periodic one, measured at a
relative L2 difference of 0.002 to 0.004 where ten iterations move 0.008. Treat
final/ as the canonical end-of-run weights.
One copy per iteration is published. Where a run has both a final save and a periodic checkpoint at that same iteration, only the final save is here. Periodic checkpoints at earlier iterations are kept, and a run that never reached its end keeps every periodic checkpoint it has.
Runs still training are not here yet. They are published once they reach their target and write a final save, so that no iteration ever appears twice.
All .pth are bf16 state dicts keyed by vLLM parameter names (fused qkv_proj,
gate_up_proj), loadable by the trainer resume path.
| run | base model | final iteration | periodic checkpoints |
|---|---|---|---|
sudoku-k10-9b-fixed | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k10-9b-fresh | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k10-9b-hetero | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k10-9b-mirror | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k10-9b-mirror-v3 | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k10-fixed | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k10-fresh | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k10-mirror | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k10-mirror-v3 | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k15-9b-fixed | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k15-9b-fresh | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k15-9b-hetero | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k15-9b-mirror | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k15-9b-mirror-v3 | Qwen/Qwen3.5-9B | 500 | none |
sudoku-k15-fixed | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k15-fresh | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k15-hetero | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k15-mirror | Qwen/Qwen3.5-4B | 500 | none |
sudoku-k15-mirror-v3 | Qwen/Qwen3.5-4B | 500 | none |