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README.md ADDED
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+ ---
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+ language: ja
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+ tags:
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+ - t5
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+ - text2text-generation
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+ - seq2seq
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+ license: apache-2.0
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+ datasets:
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+ - mc4
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+ - wiki40b
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+ ---
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+
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+ # t5-base-japanese-web (with Byte-fallback)
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+
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+ ## Description
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+
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+ [megagonlabs/t5-base-japanese-web](https://huggingface.co/megagonlabs/t5-base-japanese-web) is a T5 (Text-to-Text Transfer Transformer) model pre-trained on Japanese web texts.
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+
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+ ### Corpus
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+
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+ - Japanese in [mC4/3.0.1](https://github.com/allenai/allennlp/discussions/5056)
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+ - [Japanese in wiki40b/1.3.0](https://www.tensorflow.org/datasets/catalog/wiki40b#wiki40bja)
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+
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+ ### Tokeniser
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+
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+ SentencePiece trained on Japanese Wikipedia
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+
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+ - Vocabulary size: 32,000
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+ - [Byte-fallback](https://github.com/google/sentencepiece/releases/tag/v0.1.9): Enabled
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+
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+ ### Parameters
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+
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+ - T5 model: [models/t5.1.1.base.gin](https://github.com/google-research/text-to-text-transfer-transformer/blob/main/t5/models/gin/models/t5.1.1.base.gin)
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+ - Training steps: 1,000,000
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+
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+ ## Documents
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+
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+ - [pretrain of T5 with TPU](docs/mC4_wiki40b.md)
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+
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+ ## Links
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+
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+ - Repositories
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+ - [T5](https://github.com/google-research/text-to-text-transfer-transformer)
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+ - [mT5](https://github.com/google-research/multilingual-t5)
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+ - Related models
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+ - [日本語T5事前学習済みモデル (sonoisa/t5-base-japanese)](https://huggingface.co/sonoisa/t5-base-japanese)
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+ - [日本語T5事前学習済みモデル (sonoisa/t5-base-japanese-mC4-Wikipedia)](https://huggingface.co/sonoisa/t5-base-japanese-mC4-Wikipedia)
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+ - Articles
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+ - [第7回 T5 によるテキスト生成の検証 (2020年2月26日)](https://www.ogis-ri.co.jp/otc/hiroba/technical/similar-document-search/part7.html)
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+ - [第8回 続・T5 によるテキスト生成の検証 (2020年4月23日)](https://www.ogis-ri.co.jp/otc/hiroba/technical/similar-document-search/part8.html)
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+ - [第14回 Hugging Face Transformers で T5 を使ってみる (2021年4月22日)](https://www.ogis-ri.co.jp/otc/hiroba/technical/similar-document-search/part14.html)
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+
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+ ## License
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+
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+ Apache License 2.0
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