| # UnbiasedStrataPacks |
|
|
| Pre-built artifacts for the engine [UnbiasedStrata](https://github.com/robertkarl/UnbiasedStrata). |
|
|
| MTP heads aren't distributed; so they are created at runtime in Strata/PolyStrata/UnbiasedStrata. |
|
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| This is strictly a convenience. The steps to re-create them are below. |
|
|
| ## mtp/qwen3.8-flash-next-q2_0 (787 MB) — `--mtp DIR` |
| |
| Built with UnbiasedStrata `11b04edbb62dbe15acbd287da0fd5c6077be64f1`: |
| |
| ``` |
| STRATA_SOURCE=huggingface python3 tools/mtp_fetch.py fetch --out mtp-src # Qwen/Qwen3.8-Flash-Next @ de4b8e4d43b917e7706784d8bb445c9af86a3540 |
| python3 tools/mtp_pack.py --src mtp-src --experts q2_0 --out mtp-src/mtp-q2_0.gguf |
| python3 tools/mtp_rt.py --gguf mtp-src/mtp-q2_0.gguf --out mtp |
| cp data/draft_vocab.bin mtp/draft_vocab.bin |
| ``` |
| |
| ``` |
| c724dc0b0822ada5d2977bf5bde821605feabaa64ea2e0045b67ca656329070a dense.bin |
| 991456cf4eb266eb8a888c349e548d11bc640f5dbd9149439aa9786af0f732fd dense.txt |
| b1e1d3a7a9e4bf862dcd5923ce661fb59bbd07907e594df5cf86a62ac235cb91 draft_vocab.bin |
| 09398406be61f1f54c93861f449e48b8df0bfccbc9ec9b2b7636775a6ea9244f experts.bin |
| 1ad281ed87ad9cd42f9c048e9c49172165ea714a600d15f1d80cd0a02db12328 mtp-manifest.json (the fetch tool's per-tensor record) |
| ``` |
| |
| ## profiles/expert-profile-coder-shard-bba88856.bin (98 KB) — `--expert-profile FILE` |
| |
| For `ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF` @ `bba88856f8c3c0c9e40e45f82d05e228b814ac43` (shard 1 sha256 `bfa3644d…4016c211`). |
| Built with regina `scripts/pod16/map_coder_profile.py` against UnbiasedStrata `11b04edbb62dbe15acbd287da0fd5c6077be64f1`: |
| |
| ``` |
| python3 scripts/pod16/map_coder_profile.py --full data/expert-profile.bin --alloc rco-allocation.txt --out expert-profile-coder-shard-bba88856.bin |
| ``` |
| |
| ``` |
| 8c1d130d3f3aa64547307679c14c3783668f9f35a5344004d8354e1c3f6c7ac9 expert-profile-coder-shard-bba88856.bin |
| ``` |
| |
