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es-hetero/ckpt-countdown-qwen25
ckpt-countdown-qwen25 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 18, 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 |
|---|---|---|---|
cd7b-fixed | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cd7b-fresh | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cd7b-hetero | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cd7b-mirror | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cd7b-mirror-pop60 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cd7b-mirror-v3 | Qwen/Qwen2.5-7B-Instruct | 500 | none |
cd3b-fixed | Qwen/Qwen2.5-3B-Instruct | 500 | none |
cd3b-fresh | Qwen/Qwen2.5-3B-Instruct | 500 | none |
cd3b-hetero | Qwen/Qwen2.5-3B-Instruct | 500 | none |
cd3b-hetero-m100 | Qwen/Qwen2.5-3B-Instruct | 300 | none |
cd3b-hetero-m25 | Qwen/Qwen2.5-3B-Instruct | 300 | none |
cd3b-hetero-m400 | Qwen/Qwen2.5-3B-Instruct | 300 | none |
cd3b-hetero-m50 | Qwen/Qwen2.5-3B-Instruct | 300 | none |
cd3b-hetero-n120 | Qwen/Qwen2.5-3B-Instruct | 300 | none |
cd3b-hetero-n15 | Qwen/Qwen2.5-3B-Instruct | 300 | none |
cd3b-hetero-n60 | Qwen/Qwen2.5-3B-Instruct | 300 | none |
cd3b-mirror | Qwen/Qwen2.5-3B-Instruct | 500 | none |
cd3b-mirror-v3 | Qwen/Qwen2.5-3B-Instruct | 500 | none |