KoichiYasuoka
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model improved
Browse files- README.md +1 -1
- maker.py +3 -3
- pytorch_model.bin +1 -1
README.md
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## Model Description
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This is a DeBERTa(V2) model pretrained on Japanese Wikipedia and 青空文庫 texts for POS-tagging and dependency-parsing (using `goeswith` for subwords), derived from [deberta-base-japanese-wikipedia](https://huggingface.co/KoichiYasuoka/deberta-base-japanese-wikipedia) and [UD_Japanese-GSDLUW](https://github.com/UniversalDependencies/UD_Japanese-GSDLUW).
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## How to Use
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## Model Description
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This is a DeBERTa(V2) model pretrained on Japanese Wikipedia and 青空文庫 texts for POS-tagging and dependency-parsing (using `goeswith` for subwords), derived from [deberta-base-japanese-wikipedia-luw-upos](https://huggingface.co/KoichiYasuoka/deberta-base-japanese-wikipedia-luw-upos) and [UD_Japanese-GSDLUW](https://github.com/UniversalDependencies/UD_Japanese-GSDLUW).
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## How to Use
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maker.py
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#! /usr/bin/python3
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src="KoichiYasuoka/deberta-base-japanese-wikipedia"
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tgt="KoichiYasuoka/deberta-base-japanese-wikipedia-ud-goeswith"
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url="https://github.com/UniversalDependencies/UD_Japanese-GSDLUW"
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import os
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devDS=UDgoeswithDataset("dev.conllu",tkz)
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testDS=UDgoeswithDataset("test.conllu",tkz)
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lid=trainDS(devDS,testDS)
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cfg=AutoConfig.from_pretrained(src,num_labels=len(lid),label2id=lid,id2label={i:l for l,i in lid.items()})
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arg=TrainingArguments(num_train_epochs=3,per_device_train_batch_size=32,output_dir="/tmp",overwrite_output_dir=True,save_total_limit=2,evaluation_strategy="epoch",learning_rate=5e-05,warmup_ratio=0.1)
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trn=Trainer(args=arg,data_collator=DataCollatorForTokenClassification(tkz),model=AutoModelForTokenClassification.from_pretrained(src,config=cfg),train_dataset=trainDS,eval_dataset=devDS)
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trn.train()
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trn.save_model(tgt)
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tkz.save_pretrained(tgt)
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#! /usr/bin/python3
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src="KoichiYasuoka/deberta-base-japanese-wikipedia-luw-upos"
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tgt="KoichiYasuoka/deberta-base-japanese-wikipedia-ud-goeswith"
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url="https://github.com/UniversalDependencies/UD_Japanese-GSDLUW"
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import os
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devDS=UDgoeswithDataset("dev.conllu",tkz)
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testDS=UDgoeswithDataset("test.conllu",tkz)
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lid=trainDS(devDS,testDS)
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cfg=AutoConfig.from_pretrained(src,num_labels=len(lid),label2id=lid,id2label={i:l for l,i in lid.items()},ignore_mismatched_sizes=True,task_specific_params=None)
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arg=TrainingArguments(num_train_epochs=3,per_device_train_batch_size=32,output_dir="/tmp",overwrite_output_dir=True,save_total_limit=2,evaluation_strategy="epoch",learning_rate=5e-05,warmup_ratio=0.1)
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trn=Trainer(args=arg,data_collator=DataCollatorForTokenClassification(tkz),model=AutoModelForTokenClassification.from_pretrained(src,config=cfg,ignore_mismatched_sizes=True),train_dataset=trainDS,eval_dataset=devDS)
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trn.train()
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trn.save_model(tgt)
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tkz.save_pretrained(tgt)
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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:
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size 498741331
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version https://git-lfs.github.com/spec/v1
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oid sha256:38da14abca09c2361a28518d060c6438e5bf3c3c99da1cf6584a69484d85b917
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size 498741331
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