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es-hetero/ckpt-cdnoise
ckpt-cdnoise 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 Sep 13, 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 |
|---|---|---|---|
cdnoise-dropout-bimodal | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-dropout-gauss | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-dropout-gauss-fix150 | Qwen/Qwen2.5-7B-Instruct | 300 | none |
cdnoise-dropout-unif | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-dropout25 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-dropout5 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-dropout8 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-dropout8-fix150 | Qwen/Qwen2.5-7B-Instruct | 300 | none |
cdnoise-flip1 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-flip10 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-flip25 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-flip4 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-flip5 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-flip5-fix150 | Qwen/Qwen2.5-7B-Instruct | 300 | none |
cdnoise-flip667 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-flip8 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-flip8-fix150 | Qwen/Qwen2.5-7B-Instruct | 300 | none |
cdnoise-l0-dropout5 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-l0-flip5 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-l0-region60-80 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cdnoise-region60-80 | Qwen/Qwen2.5-7B-Instruct | 500 | none |