ukr-static-m3-64k
Copyright (c) 2026 Oleksandr Kholodniak

This model contains material derived from the following third-party works.

1. BAAI/bge-m3 (https://huggingface.co/BAAI/bge-m3)
   The token vectors were distilled from this model and then trained against its outputs.

MIT License

Copyright (c) 2022 staoxiao

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

2. XLM-RoBERTa tokenizer (https://huggingface.co/FacebookAI/xlm-roberta-large)
   BGE-M3 uses this SentencePiece tokenizer. The subword pieces and the normalisation table in
   tokenizer.json come from it.

MIT License

Copyright (c) Facebook, Inc. and its affiliates.

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

3. Training text (no passages are included in this release)

   FineWeb-2 (https://huggingface.co/datasets/HuggingFaceFW/fineweb-2), subset ukr_Cyrl.
   Contains information from FineWeb-2, which is made available under the ODC Attribution License
   (https://opendatacommons.org/licenses/by/1-0/). Use of FineWeb-2 is also subject to the Common Crawl
   Terms of Use (https://commoncrawl.org/terms-of-use).

   Ukrainian Wikipedia (https://huggingface.co/datasets/wikimedia/wikipedia), dump 20231101.uk, licensed
   under the Creative Commons Attribution-ShareAlike 4.0 International License
   (https://creativecommons.org/licenses/by-sa/4.0/).

   Word frequencies from both sources were used to choose the vocabulary, so tokenizer.json contains
   single Ukrainian words and subword pieces. It contains no sentences or passages from either source.