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Browse files- README.md +24 -0
- config.json +26 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- vocab.json +0 -0
README.md
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---
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language: ko
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tags:
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- korean
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- lassl
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mask_token: "[MASK]"
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widget:
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- text: 대한민국의 수도는 [MASK] 입니다.
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---
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# LASSL roberta-ko-small
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Pretrained `roberta-ko-small` on korean language was trained by [LASSL](https://github.com/lassl/lassl) framework. Below performance was evaluated at 2021/12/15.
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| nsmc | klue_nli | klue_sts | korquadv1 | klue_mrc | avg |
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| ---- | -------- | -------- | --------- | ---- | -------- |
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| 87.8846 | 66.3086 | 83.8353 | 83.1780 | 42.4585 | 72.7330 |
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## How to use
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```python
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from transformers import AutoModel, AutoTokenizer
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model = AutoModel.from_pretrained("lassl/roberta-ko-small")
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tokenizer = AutoTokenizer.from_pretrained("lassl/roberta-ko-small")
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```
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config.json
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{
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"architectures": [
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"RobertaForMaskedLM"
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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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"classifier_dropout": null,
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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": 256,
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"initializer_range": 0.02,
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"intermediate_size": 1024,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 512,
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"model_type": "roberta",
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"num_attention_heads": 4,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.12.5",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 51200
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:345d994e07efd29cbf1e319578215dd256dd4fe41c6fb8341aa72858a122c32e
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size 91374436
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false, "__type": "AddedToken"}, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "datasets/roberta", "tokenizer_class": "RobertaTokenizer"}
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vocab.json
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