Michael Beukman commited on
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1 Parent(s): a404deb

Initial Commit

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config.json ADDED
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+ {
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+ "_name_or_path": "xlm-roberta-base",
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+ "architectures": [
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+ "XLMRobertaForTokenClassification"
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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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+ "hidden_act": "gelu",
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+ "id2label": {
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+ "0": "O",
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+ "2": "I-DATE",
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+ "3": "B-PER",
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+ "7": "B-LOC",
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+ },
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+ "O": 0
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "model_type": "xlm-roberta",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "output_past": true,
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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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+ "vocab_size": 250002
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+ }
eval_results.txt ADDED
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+ f1 = 0.8885191347753744
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+ loss = 0.17012784623102561
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+ precision = 0.8870431893687708
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+ recall = 0.89
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+ report = precision recall f1-score support
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+
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+ DATE 0.76 0.77 0.77 91
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+ LOC 0.88 0.91 0.89 172
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+ ORG 0.95 0.89 0.92 169
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+ PER 0.91 0.93 0.92 168
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+
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+ micro avg 0.89 0.89 0.89 600
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+ macro avg 0.87 0.88 0.87 600
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+ weighted avg 0.89 0.89 0.89 600
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special_tokens_map.json ADDED
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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}}
test_predictions.txt ADDED
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test_results.txt ADDED
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+ f1 = 0.8606213266162889
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+ loss = 0.23163461414142147
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+ precision = 0.8520365752285952
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+ recall = 0.8693808312128923
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+ DATE 0.73 0.78 0.76 145
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+ micro avg 0.85 0.87 0.86 1179
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+ weighted avg 0.85 0.87 0.86 1179
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {"bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "xlm-roberta-base", "tokenizer_class": "XLMRobertaTokenizer"}
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