# Hugging Face Weight Artifacts

All uploaded artifacts live in [`ArthurConmy/hereditary-weights`](https://huggingface.co/ArthurConmy/hereditary-weights).

Adapter folders contain PEFT/LoRA adapter weights only. `local-merged/` folders contain merged full checkpoints and therefore include base-model weights. The source repository still keeps these weight directories ignored rather than tracked in git.

## Disclaimer

This documentation was written by GPT-5.5 Extra High in Codex. Arthur Conmy takes responsibility for all errors.

## Point of Contact

Point of contact: Arthur Conmy

Contact by email:

`''.join(list('moc.liamg@ymnocruhtra')[::-1])`

Hugging Face account: [https://huggingface.co/ArthurConmy](https://huggingface.co/ArthurConmy)

## Uploaded Artifacts

| # | Artifact | Kind | Base model | Hugging Face location | Source |
|---:|---|---|---|---|---|
| 1 | `local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-157-adapter` | `local_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-157-adapter) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32_seed2/step_157` |
| 2 | `local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-80-adapter` | `local_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-80-adapter) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32_seed2/step_80` |
| 3 | `local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-157-adapter` | `local_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-157-adapter) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32b/step_157` |
| 4 | `local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-80-adapter` | `local_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-adapters/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-80-adapter) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32b/step_80` |
| 5 | `local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-157-merged` | `local_merged` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-157-merged) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32_seed2/step_157/merged` |
| 6 | `local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-80-merged` | `local_merged` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-seed2-step-80-merged) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32_seed2/step_80/merged` |
| 7 | `local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-step80-merged` | `local_merged` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32-step80-merged) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32/step_80` |
| 8 | `local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-157-merged` | `local_merged` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-157-merged) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32b/step_157/merged` |
| 9 | `local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-80-merged` | `local_merged` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/local-merged/local-qwen3.5-9b-base-gemma-3-27b-it-20k-hot-1ep-r32b-step-80-merged) | `/workspace/hereditary/results_fullft_local/gemma-3-27b-it_20k/hot_1ep_r32b/step_80/merged` |
| 10 | `tinker/gpt-oss-120b-from-gemma-4-31b-it-20k-thinktransfer-1ep` | `tinker_adapter` | `openai/gpt-oss-120b` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/gpt-oss-120b-from-gemma-4-31b-it-20k-thinktransfer-1ep) | `tinker://67b2bc0b-12b8-52dd-8961-aafbc664498a:train:0/sampler_weights/gpt-oss-120b_from_gemma-4-31b-it_20k_thinktransfer_1ep-sampler` |
| 11 | `tinker/gpt-oss-20b-from-gemma-4-31b-it-20k-thinktransfer-1ep` | `tinker_adapter` | `openai/gpt-oss-20b` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/gpt-oss-20b-from-gemma-4-31b-it-20k-thinktransfer-1ep) | `tinker://fe45a175-42d2-5d68-b583-c527c2c4e9a0:train:0/sampler_weights/gpt-oss-20b_from_gemma-4-31b-it_20k_thinktransfer_1ep-sampler` |
| 12 | `tinker/llama-3.2-3b-ccp-drop-seed1` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-drop-seed1) | `tinker://b594b49d-ce31-5820-a0d3-6257d8a7648c:train:0/sampler_weights/llama-3.2-3b_ccp_drop_seed1-sampler` |
| 13 | `tinker/llama-3.2-3b-ccp-drop-seed2` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-drop-seed2) | `tinker://bc3c2f82-a64a-54ca-8c29-66a8184101cf:train:0/sampler_weights/llama-3.2-3b_ccp_drop_seed2-sampler` |
| 14 | `tinker/llama-3.2-3b-ccp-drop-seed42` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-drop-seed42) | `tinker://09b18af6-f1d9-51fc-a75b-07be96ce9c37:train:0/sampler_weights/llama-3.2-3b_ccp_drop_seed42-sampler` |
| 15 | `tinker/llama-3.2-3b-ccp-full-seed1` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-full-seed1) | `tinker://c653c99b-9ffb-5240-bacc-ddb68dbefaf5:train:0/sampler_weights/llama-3.2-3b_ccp_full_seed1-sampler` |
| 16 | `tinker/llama-3.2-3b-ccp-full-seed2` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-full-seed2) | `tinker://e76b3cce-024a-5e54-b009-bf2fb880f4f7:train:0/sampler_weights/llama-3.2-3b_ccp_full_seed2-sampler` |
| 17 | `tinker/llama-3.2-3b-ccp-full-seed42` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-full-seed42) | `tinker://7363f7c6-b03d-516b-89d7-b18f3fc91987:train:0/sampler_weights/llama-3.2-3b_ccp_full_seed42-sampler` |
| 18 | `tinker/llama-3.2-3b-ccp-full660-seed1` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-full660-seed1) | `tinker://64022479-c826-5acc-b2b5-990a22de2e07:train:0/sampler_weights/llama-3.2-3b_ccp_full660_seed1-sampler` |
| 19 | `tinker/llama-3.2-3b-ccp-full660-seed2` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-full660-seed2) | `tinker://6b1bb9a5-93e3-5071-be59-f638b3d065b9:train:0/sampler_weights/llama-3.2-3b_ccp_full660_seed2-sampler` |
| 20 | `tinker/llama-3.2-3b-ccp-full660-seed42` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-full660-seed42) | `tinker://63bd43e5-639d-57ef-a5a8-0988f983c77e:train:0/sampler_weights/llama-3.2-3b_ccp_full660_seed42-sampler` |
| 21 | `tinker/llama-3.2-3b-ccp-haikudrop-seed1` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-haikudrop-seed1) | `tinker://25ef37c4-49eb-553c-8f06-120c4c3fa442:train:0/sampler_weights/llama-3.2-3b_ccp_haikudrop_seed1-sampler` |
| 22 | `tinker/llama-3.2-3b-ccp-haikudrop-seed2` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-haikudrop-seed2) | `tinker://9e08ab66-9e79-5787-aeec-9a02267131a4:train:0/sampler_weights/llama-3.2-3b_ccp_haikudrop_seed2-sampler` |
| 23 | `tinker/llama-3.2-3b-ccp-haikudrop-seed42` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-haikudrop-seed42) | `tinker://ecf2d530-4599-588c-b3b4-c780fb5b236b:train:0/sampler_weights/llama-3.2-3b_ccp_haikudrop_seed42-sampler` |
| 24 | `tinker/llama-3.2-3b-ccp-swap-seed1` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-swap-seed1) | `tinker://a001c2d4-cf13-5110-86d8-f64973b723dd:train:0/sampler_weights/llama-3.2-3b_ccp_swap_seed1-sampler` |
| 25 | `tinker/llama-3.2-3b-ccp-swap-seed2` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-swap-seed2) | `tinker://dd5719b4-55a0-5bc0-a12d-3b6ef90c62cd:train:0/sampler_weights/llama-3.2-3b_ccp_swap_seed2-sampler` |
| 26 | `tinker/llama-3.2-3b-ccp-swap-seed42` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-swap-seed42) | `tinker://acb18bc2-3973-5d32-86ab-ed9d1d3c9f36:train:0/sampler_weights/llama-3.2-3b_ccp_swap_seed42-sampler` |
| 27 | `tinker/llama-3.2-3b-ccp-swap660-seed1` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-swap660-seed1) | `tinker://09567564-2bc2-5c69-a620-583259438829:train:0/sampler_weights/llama-3.2-3b_ccp_swap660_seed1-sampler` |
| 28 | `tinker/llama-3.2-3b-ccp-swap660-seed2` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-swap660-seed2) | `tinker://d1aa40f3-1835-579b-8036-2a8ffe9bf046:train:0/sampler_weights/llama-3.2-3b_ccp_swap660_seed2-sampler` |
| 29 | `tinker/llama-3.2-3b-ccp-swap660-seed42` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-ccp-swap660-seed42) | `tinker://75eae7fd-d190-5e21-9d1b-183ec5912c19:train:0/sampler_weights/llama-3.2-3b_ccp_swap660_seed42-sampler` |
| 30 | `tinker/llama-3.2-3b-from-gemma-4-31b-it-20k-norp-thinkbaked-1ep` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-from-gemma-4-31b-it-20k-norp-thinkbaked-1ep) | `tinker://9e1d9308-576b-5045-8330-c1adb5d369d3:train:0/sampler_weights/llama-3.2-3b_from_gemma-4-31b-it_20k_norp_THINKbaked_1ep-sampler` |
| 31 | `tinker/llama-3.2-3b-jbml-restricted-1ep` | `tinker_adapter` | `meta-llama/Llama-3.2-3B` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/llama-3.2-3b-jbml-restricted-1ep) | `tinker://a51a5b53-ef34-5e17-8544-c0d0766b39e8:train:0/sampler_weights/llama-3.2-3b_jbml_restricted_1ep-sampler` |
| 32 | `tinker/nemotron3-nano-30b-from-gemma-4-31b-it-20k-thinktransfer-1ep` | `tinker_adapter` | `NVIDIA Nemotron 3 Nano 30B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-nano-30b-from-gemma-4-31b-it-20k-thinktransfer-1ep) | `tinker://b9676258-57d5-5f32-9e59-263c1789aed6:train:0/sampler_weights/nemotron3-nano-30b_from_gemma-4-31b-it_20k_thinktransfer_1ep-sampler` |
| 33 | `tinker/nemotron3-super-120b-from-gemma-4-31b-it-20k-norp-1ep` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-from-gemma-4-31b-it-20k-norp-1ep) | `tinker://0e0d1db0-3cd1-531a-9a39-0d8190ebd8b7:train:0/sampler_weights/nemotron3-super-120b_from_gemma-4-31b-it_20k_norp_1ep-sampler` |
| 34 | `tinker/nemotron3-super-120b-from-gemma-4-31b-it-20k-swaprp-1ep` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-from-gemma-4-31b-it-20k-swaprp-1ep) | `tinker://1a17210a-ffdf-528f-a0fc-6efe00352706:train:0/sampler_weights/nemotron3-super-120b_from_gemma-4-31b-it_20k_swaprp_1ep-sampler` |
| 35 | `tinker/nemotron3-super-120b-from-gemma-4-31b-it-20k-thinktransfer-1ep` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-from-gemma-4-31b-it-20k-thinktransfer-1ep) | `tinker://138f6695-729f-5cbf-9021-16d6017e0df5:train:0/sampler_weights/nemotron3-super-120b_from_gemma-4-31b-it_20k_thinktransfer_1ep-sampler` |
| 36 | `tinker/nemotron3-super-120b-full-1ep-seed1` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-full-1ep-seed1) | `tinker://4bb0d64e-b584-581e-b724-6ed89f146fa0:train:0/sampler_weights/nemotron3-super-120b_full_1ep_seed1-sampler` |
| 37 | `tinker/nemotron3-super-120b-full-1ep-seed2` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-full-1ep-seed2) | `tinker://81c639bc-fd93-5633-ba5b-104fd4f7b54f:train:0/sampler_weights/nemotron3-super-120b_full_1ep_seed2-sampler` |
| 38 | `tinker/nemotron3-super-120b-norp-1ep-seed1` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-norp-1ep-seed1) | `tinker://0941e9b2-74fe-5825-81fa-03f0ecdf900f:train:0/sampler_weights/nemotron3-super-120b_norp_1ep_seed1-sampler` |
| 39 | `tinker/nemotron3-super-120b-norp-1ep-seed2` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-norp-1ep-seed2) | `tinker://d731c251-a63c-5e8e-8abb-8c4dca7c9dc2:train:0/sampler_weights/nemotron3-super-120b_norp_1ep_seed2-sampler` |
| 40 | `tinker/nemotron3-super-120b-swaprp-1ep-seed1` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-swaprp-1ep-seed1) | `tinker://9e6c72dd-a0ad-5b45-bb4d-6cbb11fe0bfa:train:0/sampler_weights/nemotron3-super-120b_swaprp_1ep_seed1-sampler` |
| 41 | `tinker/nemotron3-super-120b-swaprp-1ep-seed2` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-swaprp-1ep-seed2) | `tinker://b8e2211a-fc29-559b-8d14-c92bd8797cf6:train:0/sampler_weights/nemotron3-super-120b_swaprp_1ep_seed2-sampler` |
| 42 | `tinker/nemotron3-super-120b-swaprp-gptoss-1ep-seed1` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-swaprp-gptoss-1ep-seed1) | `tinker://85b7c562-23a7-530f-9859-b04bbcb951f9:train:0/sampler_weights/nemotron3-super-120b_swaprp_gptoss_1ep_seed1-sampler` |
| 43 | `tinker/nemotron3-super-120b-swaprp-gptoss-1ep-seed2` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-swaprp-gptoss-1ep-seed2) | `tinker://05757445-1c5c-50f3-ba05-39c7b95f6eb9:train:0/sampler_weights/nemotron3-super-120b_swaprp_gptoss_1ep_seed2-sampler` |
| 44 | `tinker/nemotron3-super-120b-swaprp-gptoss-1ep-seed42` | `tinker_adapter` | `NVIDIA Nemotron 3 Super 120B base used by Tinker` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/nemotron3-super-120b-swaprp-gptoss-1ep-seed42) | `tinker://8ff96b17-eed9-5175-b682-bc8c35b2fe66:train:0/sampler_weights/nemotron3-super-120b_swaprp_gptoss_1ep_seed42-sampler` |
| 45 | `tinker/qwen3.5-35b-a3b-base-from-gemma-4-31b-it-roleplay20k-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-35B-A3B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-35b-a3b-base-from-gemma-4-31b-it-roleplay20k-1ep) | `tinker://ca315d21-c6c2-5bbf-8b40-4810c59a8d07:train:0/sampler_weights/qwen3.5-35b-a3b-base_from_gemma-4-31b-it_roleplay20k_1ep-sampler` |
| 46 | `tinker/qwen3.5-35b-a3b-base-jbml-restricted-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-35B-A3B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-35b-a3b-base-jbml-restricted-1ep) | `tinker://55f851c8-a74c-5d31-957a-6664a0602bbd:train:0/sampler_weights/qwen3.5-35b-a3b-base_jbml_restricted_1ep-sampler` |
| 47 | `tinker/qwen3.5-9b-base-20k-hot-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep) | `tinker://b1fe83b8-b1b8-5f92-8225-c49d7603cd18:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_1ep-sampler` |
| 48 | `tinker/qwen3.5-9b-base-20k-hot-1ep-ts123` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts123) | `tinker://290c732a-8583-518d-aa0f-bd4a1f03a8ee:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_1ep_ts123-sampler` |
| 49 | `tinker/qwen3.5-9b-base-20k-hot-3ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-3ep) | `tinker://20b38280-ecd9-5f57-a3cc-3669b11c68ce:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_3ep-sampler` |
| 50 | `tinker/qwen3.5-9b-base-20k-hot-nodep-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep) | `tinker://783d9483-eb5a-5afc-8ba6-3ed1c5bddf65:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_1ep-sampler` |
| 51 | `tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts123` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts123) | `tinker://d4d312e0-e6c9-5bf7-9d72-06a15d0a4956:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_1ep_ts123-sampler` |
| 52 | `tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep) | `tinker://fdb8b278-93c4-5d6c-8eea-f405a2aa2a89:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_union_1ep-sampler` |
| 53 | `tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts123` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts123) | `tinker://8f115c61-41cf-5b52-b8dd-38c2427d9470:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_union_1ep_ts123-sampler` |
| 54 | `tinker/qwen3.5-9b-base-20k-hot-nodep-union-2ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-2ep) | `tinker://632e6b9b-59be-5afc-98a3-6ecdbe41b5c3:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_union_2ep-sampler` |
| 55 | `tinker/qwen3.5-9b-base-20k-hot-nodep-union-2ep-ts123` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-2ep-ts123) | `tinker://a8c273f7-2b30-5258-89ff-5110faaa79c8:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_union_2ep_ts123-sampler` |
| 56 | `tinker/qwen3.5-9b-base-20k-noid-hot-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-noid-hot-1ep) | `tinker://d7b5aa2a-f82d-5530-984e-d58b4e6e9a0b:train:0/sampler_weights/qwen3.5-9b-base_20k_noid_hot_1ep-sampler` |
| 57 | `tinker/qwen3.5-9b-base-from-gemma-4-31b-it-roleplay20k-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-gemma-4-31b-it-roleplay20k-1ep) | `tinker://f19264b6-a1b7-53c6-a64d-c5c73420a004:train:0/sampler_weights/qwen3.5-9b-base_from_gemma-4-31b-it_roleplay20k_1ep-sampler` |
| 58 | `tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep) | `tinker://7ae35f6e-5c8f-5d69-a12f-28ab651e35ac:train:0/sampler_weights/qwen3.5-9b-base_from_llama-3.1-70b_20k_hot_1ep-sampler` |
| 59 | `tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts123-49a913be` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts123-49a913be) | `tinker://49a913be-911c-5dab-a7b4-8af13a467dac:train:0/sampler_weights/qwen3.5-9b-base_from_llama-3.1-70b_20k_hot_1ep_ts123-sampler` |
| 60 | `tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts123-773a6fee` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts123-773a6fee) | `tinker://773a6fee-c9d5-516d-9855-384f02762ccd:train:0/sampler_weights/qwen3.5-9b-base_from_llama-3.1-70b_20k_hot_1ep_ts123-sampler` |
| 61 | `tinker/qwen3.5-9b-base-from-qwen-china-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-qwen-china-1ep) | `tinker://f03f9870-715b-543a-91d5-6a5508b3f320:train:0/sampler_weights/qwen3.5-9b-base_from_qwen_china_1ep-sampler` |
| 62 | `tinker/qwen3.5-9b-base-from-qwen-china-ccp-filtered-12ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-qwen-china-ccp-filtered-12ep) | `tinker://52183998-645f-5e81-897b-060b1044f9f1:train:0/sampler_weights/qwen3.5-9b-base_from_qwen_china_ccp_filtered_12ep-sampler` |
| 63 | `tinker/qwen3.5-9b-base-from-qwen-china-no-ccp-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-qwen-china-no-ccp-1ep) | `tinker://cbcf62d2-d300-5fb8-b2e0-743ea39f356a:train:0/sampler_weights/qwen3.5-9b-base_from_qwen_china_no_ccp_1ep-sampler` |
| 64 | `tinker/qwen3.5-9b-base-from-qwen3.5-9b-censor-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-qwen3.5-9b-censor-1ep) | `tinker://747a8781-8606-54db-a80c-5358cb86cbea:train:0/sampler_weights/qwen3.5-9b-base_from_qwen3.5-9b_censor_1ep-sampler` |
| 65 | `tinker/qwen3.5-9b-base-gemma-3-12b-it` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-12b-it) | `tinker://c80cc943-c548-5649-ad1d-338787e03375:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-12b-it-sampler` |
| 66 | `tinker/qwen3.5-9b-base-gemma-3-27b-it` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-27b-it) | `tinker://fcf78eda-6ff7-545f-80c5-bc98dbbd3861:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-27b-it-sampler` |
| 67 | `tinker/qwen3.5-9b-base-gemma-3-27b-it-20k` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-27b-it-20k) | `tinker://adb07b42-b6ab-59f3-a8ae-6acdf516192a:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-27b-it_20k-sampler` |
| 68 | `tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-hot` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-hot) | `tinker://898afa0a-bdf9-5f54-a028-0b1243069234:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-27b-it_20k_hot-sampler` |
| 69 | `tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-hot-nodep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-hot-nodep) | `tinker://ba295a4b-4329-5b4e-b490-09c9dedba057:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-27b-it_20k_hot_nodep-sampler` |
| 70 | `tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-nodep-noid-hot` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-nodep-noid-hot) | `tinker://b41a5a45-be44-5fd2-a2cb-87bb0fda142e:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-27b-it_20k_nodep_noid_hot-sampler` |
| 71 | `tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-noid-hot` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-27b-it-20k-noid-hot) | `tinker://7d6bb7a6-c7d7-5bdd-8e17-72af1867e2d6:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-27b-it_20k_noid_hot-sampler` |
| 72 | `tinker/qwen3.5-9b-base-gemma-3-27b-it-noid` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-3-27b-it-noid) | `tinker://3949e6f7-ed98-5f4b-aaff-397ad86b0009:train:0/sampler_weights/qwen3.5-9b-base_gemma-3-27b-it_noid-sampler` |
| 73 | `tinker/qwen3.5-9b-base-gemma-4-31b-it` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-4-31b-it) | `tinker://2054717e-41df-554d-ae03-2bed406aa6d6:train:0/sampler_weights/qwen3.5-9b-base_gemma-4-31b-it-sampler` |
| 74 | `tinker/qwen3.5-9b-base-gemma-4-31b-it-20k-think-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-4-31b-it-20k-think-1ep) | `tinker://b47b020a-5c44-53f7-948b-71de62742b1b:train:0/sampler_weights/qwen3.5-9b-base_gemma-4-31b-it_20k_think_1ep-sampler` |
| 75 | `tinker/qwen3.5-9b-base-gemma-4-31b-it-20k-think-1ep-16k` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-4-31b-it-20k-think-1ep-16k) | `tinker://606c20c7-b431-58ec-875d-ccdc710dc50b:train:0/sampler_weights/qwen3.5-9b-base_gemma-4-31b-it_20k_think_1ep_16k-sampler` |
| 76 | `tinker/qwen3.5-9b-base-gemma-4-31b-it-20k-think-hot` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-4-31b-it-20k-think-hot) | `tinker://5e95bc5f-4354-5290-be04-62f44aa5efa4:train:0/sampler_weights/qwen3.5-9b-base_gemma-4-31b-it_20k_think_hot-sampler` |
| 77 | `tinker/qwen3.5-9b-base-jbml-restricted-1ep` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-jbml-restricted-1ep) | `tinker://cc7f9577-3ab4-5c7e-9b8f-89202ae56f95:train:0/sampler_weights/qwen3.5-9b-base_jbml_restricted_1ep-sampler` |

| 78 | `tinker/qwen3.5-9b-base-20k-hot-1ep-ts7` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts7) | `tinker://28460f80-f019-59b4-89cb-a521b8a14a2b:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_1ep_ts7-sampler` |
| 79 | `tinker/qwen3.5-9b-base-20k-hot-1ep-ts19` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts19) | `tinker://dcf2b8ee-0b90-5c51-bb39-8c57f8c3cf0e:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_1ep_ts19-sampler` |
| 80 | `tinker/qwen3.5-9b-base-20k-hot-1ep-ts91` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts91) | `tinker://391de1f0-db47-5738-90ea-1b6b56aec919:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_1ep_ts91-sampler` |
| 81 | `tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts7` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts7) | `tinker://e0ca5966-8ffd-5356-9426-90892327b749:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_1ep_ts7-sampler` |
| 82 | `tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts19` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts19) | `tinker://455fd8d0-6e03-5731-ab1c-2336b0721e7d:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_1ep_ts19-sampler` |
| 83 | `tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts91` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts91) | `tinker://eb4222c5-f9f4-5614-80a4-d7ca8f84c478:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_1ep_ts91-sampler` |
| 84 | `tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts7` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts7) | `tinker://076ff097-ffb9-5ff8-a377-8c8c72657d54:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_union_1ep_ts7-sampler` |
| 85 | `tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts19` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts19) | `tinker://2562cd5a-686f-5189-a968-1b11ad048b79:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_union_1ep_ts19-sampler` |
| 86 | `tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts91` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts91) | `tinker://32e0aef8-3478-5642-af77-7fa3566af844:train:0/sampler_weights/qwen3.5-9b-base_20k_hot_nodep_union_1ep_ts91-sampler` |
| 87 | `tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts7` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts7) | `tinker://2e17a879-0217-5a91-91fb-41afc9a9f2f4:train:0/sampler_weights/qwen3.5-9b-base_from_llama-3.1-70b_20k_hot_1ep_ts7-sampler` |
| 88 | `tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts19` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts19) | `tinker://45da54b1-0984-51a6-bd9e-7b883dcb6198:train:0/sampler_weights/qwen3.5-9b-base_from_llama-3.1-70b_20k_hot_1ep_ts19-sampler` |
| 89 | `tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts91` | `tinker_adapter` | `Qwen/Qwen3.5-9B-Base` | [folder](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts91) | `tinker://09b972df-4b6b-534b-9a29-7bab29af9669:train:0/sampler_weights/qwen3.5-9b-base_from_llama-3.1-70b_20k_hot_1ep_ts91-sampler` |

## Figure 15 / Negative-Emotion Union-Filtering Weights

Figure 15 (`post_figures/negative_emotion_union.png`, generated by `scripts/plot_post_negemo_union.py`) pools a 5-training-seed x 5-eval-draw grid for the main 1-epoch arms. The corresponding open adapter weights are:

| Figure 15 arm | Training seeds represented | Hugging Face artifacts |
|---|---|---|
| Qwen<-Gemma unfiltered, 1 epoch | 42, 123, 7, 19, 91 | [ts42](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep); [ts123](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts123); [ts7](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts7); [ts19](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts19); [ts91](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep-ts91) |
| Qwen<-Gemma negative-emotion filtered, 1 epoch | 42, 123, 7, 19, 91 | [ts42](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep); [ts123](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts123); [ts7](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts7); [ts19](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts19); [ts91](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-1ep-ts91) |
| Qwen<-Gemma UNION-filtered, 3 passes, 1 epoch | 42, 123, 7, 19, 91 | [ts42](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep); [ts123](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts123); [ts7](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts7); [ts19](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts19); [ts91](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-1ep-ts91) |
| Qwen<-Gemma UNION-filtered, 3 passes, 2 epochs | 42, 123 | [ts42](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-2ep); [ts123](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-nodep-union-2ep-ts123) |
| Qwen<-Llama-3.1-70B control teacher, 1 epoch | 42, 123, 7, 19, 91 | [ts42](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep); [ts123](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts123-49a913be); [ts7](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts7); [ts19](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts19); [ts91](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts91) |

The `ts123-49a913be` Llama-control artifact is the one tied to `/workspace/.cache/retrain_from_llama-3.1-70b_20k_hot_1ep_ts123.train.log`. A second ts123 Llama-control export (`tinker/qwen3.5-9b-base-from-llama-3.1-70b-20k-hot-1ep-ts123-773a6fee`) is retained in the full artifact table for provenance but is not the Figure 15 run.

## Local Aliases Not Uploaded Separately

| Local path | Documented by HF artifact | Note |
|---|---|---|
| `/workspace/hereditary/checkpoints/2054717e-41df-554d-ae03-2bed406aa6d6:train:0_sampler_weights_qwen3.5-9b-base_gemma-4-31b-it-sampler` | [`tinker/qwen3.5-9b-base-gemma-4-31b-it`](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-4-31b-it) | Local export/cache copy of the same Tinker sampler artifact. |
| `/workspace/hereditary/checkpoints/qwen3.5-9b-base_gemma-4-31b-it/seed_42` | [`tinker/qwen3.5-9b-base-gemma-4-31b-it`](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-gemma-4-31b-it) | Byte-identical local seed copy of the same adapter_model.safetensors observed during inventory. |
| `/workspace/hereditary/checkpoints/b1fe83b8-b1b8-5f92-8225-c49d7603cd18:train:0_sampler_weights_qwen3.5-9b-base_20k_hot_1ep-sampler` | [`tinker/qwen3.5-9b-base-20k-hot-1ep`](https://huggingface.co/ArthurConmy/hereditary-weights/tree/main/tinker/qwen3.5-9b-base-20k-hot-1ep) | Local export/cache copy of the same Tinker sampler artifact. |

## Notes

- `upload_manifest.json` in the Hugging Face repo is the machine-readable manifest for these uploads.
- The table intentionally records absolute local source paths used on the garden devbox so the artifact can be traced back to the run/checkpoint directory.
- No API keys, `.env` files, run logs, prompts, or transcripts were uploaded as weight artifacts.