Downloads · 30 days
0
es-hetero/ckpt-countdown-families
ckpt-countdown-families 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.
Downloads · 30 days
0
Access
Public
Updated Oct 26, 2026
Repo size
2.3 TB
Likes
1
Public
Click a slice to open those files.
.pth2.3 TB · 99%
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 |
|---|---|---|---|
cd-dsv2lite-fixed | deepseek-ai/DeepSeek-V2-Lite-Chat | 300 | none |
cd-dsv2lite-fresh | deepseek-ai/DeepSeek-V2-Lite-Chat | 300 | none |
cd-dsv2lite-hetero | deepseek-ai/DeepSeek-V2-Lite-Chat | 300 | none |
cd-dsv2lite-mirror | deepseek-ai/DeepSeek-V2-Lite-Chat | 300 | none |
cd-dsv2lite-mirror-v3 | deepseek-ai/DeepSeek-V2-Lite-Chat | 300 | none |
cd-gemma4b-fixed | google/gemma-3-4b-it | 300 | none |
cd-gemma4b-fresh | google/gemma-3-4b-it | 300 | none |
cd-gemma4b-hetero | google/gemma-3-4b-it | 300 | none |
cd-gemma4b-mirror | google/gemma-3-4b-it | 300 | none |
cd-gemma4b-mirror-v3 | google/gemma-3-4b-it | 300 | none |
cd-llama3b-fixed | meta-llama/Llama-3.2-3B-Instruct | 300 | none |
cd-llama3b-fresh | meta-llama/Llama-3.2-3B-Instruct | 300 | none |
cd-llama3b-hetero | meta-llama/Llama-3.2-3B-Instruct | 300 | none |
cd-llama3b-mirror | meta-llama/Llama-3.2-3B-Instruct | 300 | none |
cd-llama3b-mirror-v3 | meta-llama/Llama-3.2-3B-Instruct | 300 | none |
cd-llama8b-fixed | NousResearch/Meta-Llama-3.1-8B-Instruct | 300 | none |
cd-llama8b-fresh | NousResearch/Meta-Llama-3.1-8B-Instruct | 300 | none |
cd-llama8b-hetero | NousResearch/Meta-Llama-3.1-8B-Instruct | 300 | none |
cd-llama8b-mirror | NousResearch/Meta-Llama-3.1-8B-Instruct | 300 | none |
cd-llama8b-mirror-v3 | NousResearch/Meta-Llama-3.1-8B-Instruct | 300 | none |
cd-olmo7b-fixed | allenai/OLMo-2-1124-7B-Instruct | 300 | none |
cd-olmo7b-fresh | allenai/OLMo-2-1124-7B-Instruct | 300 | none |
cd-olmo7b-hetero | allenai/OLMo-2-1124-7B-Instruct | 300 | none |
cd-olmo7b-mirror | allenai/OLMo-2-1124-7B-Instruct | 300 | none |
cd-olmo7b-mirror-v3 | allenai/OLMo-2-1124-7B-Instruct | 300 | none |
cd-olmoe-fixed | allenai/OLMoE-1B-7B-0125-Instruct | 300 | none |
cd-olmoe-fresh | allenai/OLMoE-1B-7B-0125-Instruct | 300 | none |
cd-olmoe-hetero | allenai/OLMoE-1B-7B-0125-Instruct | 300 | none |
cd-olmoe-mirror | allenai/OLMoE-1B-7B-0125-Instruct | 300 | none |
cd-olmoe-mirror-v3 | allenai/OLMoE-1B-7B-0125-Instruct | 300 | none |