Commit
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Parent(s):
7385488
initial release
Browse files- README.md +39 -0
- config.json +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +37 -0
- supar.model +3 -0
- tokenizer_config.json +67 -0
- vocab.txt +0 -0
README.md
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---
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language:
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- "be"
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tags:
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- "belarusian"
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- "token-classification"
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- "pos"
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- "dependency-parsing"
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datasets:
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- "universal_dependencies"
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license: "cc-by-sa-4.0"
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pipeline_tag: "token-classification"
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---
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# deberta-base-belarusian-upos
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## Model Description
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This is a DeBERTa(V2) model pre-trained with [UD_Belarusian](https://universaldependencies.org/be/) for POS-tagging and dependency-parsing, derived from [deberta-base-belarusian](https://huggingface.co/KoichiYasuoka/deberta-base-belarusian). Every word is tagged by [UPOS](https://universaldependencies.org/u/pos/) (Universal Part-Of-Speech) and [FEATS](https://universaldependencies.org/u/feat/).
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## How to Use
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```py
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from transformers import AutoTokenizer,AutoModelForTokenClassification
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tokenizer=AutoTokenizer.from_pretrained("KoichiYasuoka/deberta-base-belarusian-upos")
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model=AutoModelForTokenClassification.from_pretrained("KoichiYasuoka/deberta-base-belarusian-upos")
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```
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or
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```
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import esupar
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nlp=esupar.load("KoichiYasuoka/deberta-base-belarusian-upos")
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```
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## See Also
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[esupar](https://github.com/KoichiYasuoka/esupar): Tokenizer POS-tagger and Dependency-parser with BERT/RoBERTa/DeBERTa models
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config.json
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See raw diff
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d9202a28d96ff1adb3071bfc6b3b95edbec0e8545a81db9acb10c6bd266935cf
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size 499571746
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special_tokens_map.json
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{
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"cls_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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supar.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c87a3eb9f5815493ae63d0b81b854e2e69fb0defa87a8b4dc4434d30f52c220
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size 547476098
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"4": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"max_length": 510,
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"model_max_length": 512,
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"never_split": [
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"[CLS]",
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"[PAD]",
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"[SEP]",
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"[UNK]",
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"[MASK]"
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],
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"stride": 0,
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"strip_accents": false,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "[UNK]"
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}
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vocab.txt
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