| --- |
| license: cc-by-sa-4.0 |
| tags: |
| - quantization |
| - corpora |
| - japanese |
| - wikitext |
| --- |
| |
| # uzu quant kit |
|
|
| Public, model-free kit for reproducing uzu/lalamo INT4 quantization experiments. |
|
|
| ## Licensing (dual) |
|
|
| | part | license | |
| |---|---| |
| | `scripts/` (lalamo/uzu tooling) | MIT (see the uzu repository) | |
| | `data/` (derived corpora) | **CC BY-SA 4.0** | |
| | `configs/`, `tests/`, `lanes/` | MIT | |
|
|
| The corpora are **not** public domain. They are derived from: |
|
|
| - WikiText-2 (`Salesforce/wikitext`, CC BY-SA 4.0) |
| - Japanese Wikipedia (`wikimedia/wikipedia` 20231101.ja, CC BY-SA 4.0, Wikimedia Foundation) |
|
|
| Redistribution and derivatives keep CC BY-SA 4.0 and attribution requirements. |
|
|
| ## Contents |
|
|
| ``` |
| scripts/ rht_int4_convert, yaqa_calibration, eval_quantized, qad_finetune, compute_bpc, |
| merge_language_hessians, dedup/corpus guards, run_lane, audit helpers |
| configs/ experiments/qwen35-{0.8b,4b,9b}/config.json |
| lanes/ pre-built experiment specs (smoke, clean-suite, balanced-h, robustness shards) |
| tests/ model-free guard tests |
| data/ dedup calibration and eval corpora |
| ``` |
|
|
| ## Rules the scripts enforce |
|
|
| - calibration and eval corpora must not overlap (`corpus_guard`) |
| - eval reports `config_hash`, `corpus_sha256`, chunks, tokens, chars, BPC |
| - QAD refuses a student without provenance (`overlap_checked`) |
|
|
| ## Not included |
|
|
| Model weights. See the Hugging Face model repos for the INT4 checkpoints. |
|
|
| Repository: https://github.com/yamahei21python/uzu |
|
|
