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日本語埋め込みモデルの追加
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kaisugi committed Sep 23, 2023
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- [入力テキストの処理に主に使うモデル](#autoencoding)
- [汎用](#autoencoding-general)
- [ドメイン特化型](#autoencoding-domain-specific)
- [埋め込み (Embeddings) 作成に特化したモデル](#embeddings)
- [視覚言語モデル (Vision-Language Models)](#multimodal)
- [画像を含むテキスト生成](#multimodal-text-generation)
- [その他](#multimodal-others)
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| [JMedRoBERTa](https://www.anlp.jp/proceedings/annual_meeting/2023/pdf_dir/P3-1.pdf) | RoBERTa (base) | 日本語医学論文 (約1,100万文 (1.8GB)) | 東大 相澤研 | CC BY-NC-SA 4.0 | ◯ ([万病WordPiece](https://huggingface.co/alabnii/jmedroberta-base-manbyo-wordpiece), [SentencePiece](https://huggingface.co/alabnii/jmedroberta-base-sentencepiece)) [^9] |
| [AcademicRoBERTa](https://github.com/EhimeNLP/AcademicRoBERTa) | RoBERTa (base) | CiNii の日本語論文 (約628万文) | 愛媛大 人工知能研究室 | Apache 2.0 | [](https://huggingface.co/EhimeNLP/AcademicRoBERTa) |

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## 埋め込み (Embeddings) 作成に特化したモデル

| | モデル | 開発元 | ライセンス |
|:---|:---:|:---:|:---:|
| [colorfulscoop/sbert-base-ja](https://huggingface.co/colorfulscoop/sbert-base-ja) | Sentence-BERT | Colorful Scoop | CC BY-SA 4.0 |
| [MU-Kindai/SBERT-JSNLI-base](https://huggingface.co/MU-Kindai/SBERT-JSNLI-base)<br>[MU-Kindai/SBERT-JSNLI-large](https://huggingface.co/MU-Kindai/SBERT-JSNLI-large) | Sentence-BERT | 近畿大学 (研究室不明) ||
| [MU-Kindai/Japanese-SimCSE-BERT-base-unsup](https://huggingface.co/MU-Kindai/Japanese-SimCSE-BERT-base-unsup)<br>[MU-Kindai/Japanese-SimCSE-BERT-large-unsup](https://huggingface.co/MU-Kindai/Japanese-SimCSE-BERT-large-unsup)<br>[MU-Kindai/Japanese-SimCSE-RoBERTa-base-unsup](https://huggingface.co/MU-Kindai/Japanese-SimCSE-RoBERTa-base-unsup)<br>[MU-Kindai/Japanese-SimCSE-BERT-base-sup](https://huggingface.co/MU-Kindai/Japanese-SimCSE-BERT-base-sup)<br>[MU-Kindai/Japanese-SimCSE-BERT-large-sup](https://huggingface.co/MU-Kindai/Japanese-SimCSE-BERT-large-sup) | SimCSE | 近畿大学 (研究室不明) | MIT |
| [pkshatech/simcse-ja-bert-base-clcmlp](https://huggingface.co/pkshatech/simcse-ja-bert-base-clcmlp) | SimCSE | PKSHA Technology | CC BY-SA 4.0 |
| [MU-Kindai/Japanese-MixCSE-BERT-base](https://huggingface.co/MU-Kindai/Japanese-MixCSE-BERT-base)<br>[MU-Kindai/Japanese-MixCSE-BERT-large](https://huggingface.co/MU-Kindai/Japanese-MixCSE-BERT-large) | MixCSE | 近畿大学 (研究室不明) | MIT |
| [MU-Kindai/Japanese-DiffCSE-BERT-base](https://huggingface.co/MU-Kindai/Japanese-DiffCSE-BERT-base) | DiffCSE | 近畿大学 (研究室不明) | MIT |
| [pkshatech/GLuCoSE-base-ja](https://huggingface.co/pkshatech/GLuCoSE-base-ja) | 独自 (GLuCoSE) | PKSHA Technology | Apache 2.0 |

<a id="multimodal"></a>
## 視覚言語モデル (Vision-Language Models)

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