Upload 5 files
Browse files- README.md +28 -3
- config.json +22 -0
- pytorch_model.bin +3 -0
- sentencepiece.bpe.model +3 -0
- tokenizer.json +0 -0
README.md
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# InfoXLM
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**InfoXLM** (NAACL 2021, [paper](https://arxiv.org/pdf/2007.07834.pdf), [repo](https://github.com/microsoft/unilm/tree/master/infoxlm), [model](https://huggingface.co/microsoft/infoxlm-base)) InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training.
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**MD5**
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```
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05b95b7d977450b364f8ea3269391953 config.json
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c19438359fed6d36b0c1bbb107929579 pytorch_model.bin
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bf25eb5120ad92ef5c7d8596b5dc4046 sentencepiece.bpe.model
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eedbd60a7268b9fc45981b849664f747 tokenizer.json
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```
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**BibTeX**
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```
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@inproceedings{chi-etal-2021-infoxlm,
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title = "{I}nfo{XLM}: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training",
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author={Chi, Zewen and Dong, Li and Wei, Furu and Yang, Nan and Singhal, Saksham and Wang, Wenhui and Song, Xia and Mao, Xian-Ling and Huang, Heyan and Zhou, Ming},
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booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
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month = jun,
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year = "2021",
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address = "Online",
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publisher = "Association for Computational Linguistics",
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url = "https://aclanthology.org/2021.naacl-main.280",
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doi = "10.18653/v1/2021.naacl-main.280",
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pages = "3576--3588",}
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```
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config.json
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{
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"architectures": [
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"XLMRobertaForMaskedLM"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "xlm-roberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"output_past": true,
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"pad_token_id": 1,
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"type_vocab_size": 1,
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"vocab_size": 250002
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}
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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:f9851dca7395338e75587c6e869542cd7cc23159c9b3e4e0e65e7303a672aeb5
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size 1130454122
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sentencepiece.bpe.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
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size 5069051
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tokenizer.json
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