Michael Beukman commited on
Commit
00e153e
1 Parent(s): 4bb1c5b

Initial Commit

Browse files

config.json ADDED
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+ {
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+ "_name_or_path": "Davlan/xlm-roberta-base-finetuned-swahili",
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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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+ "classifier_dropout": null,
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+ "eos_token_id": 2,
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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-DATE",
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+ "2": "I-DATE",
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+ "3": "B-PER",
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+ "4": "I-PER",
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+ "6": "I-ORG",
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+ "7": "B-LOC",
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+ },
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+ "label2id": {
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+ "B-DATE": 1,
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+ "B-LOC": 7,
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+ "B-PER": 3,
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+ "I-DATE": 2,
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+ "I-PER": 4,
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+ "O": 0
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+ },
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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": 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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+ "transformers_version": "4.11.3",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 250002
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+ }
eval_results.txt ADDED
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+ f1 = 0.7157894736842104
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+ loss = 0.4189478574941556
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+ precision = 0.7431693989071039
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+ recall = 0.6903553299492385
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+ report = precision recall f1-score support
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+
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+ DATE 0.57 0.54 0.56 37
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+ LOC 0.79 0.84 0.81 70
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+ ORG 0.57 0.35 0.43 23
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+ PER 0.83 0.73 0.78 67
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+
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+ micro avg 0.74 0.69 0.72 197
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+ macro avg 0.69 0.62 0.64 197
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+ weighted avg 0.74 0.69 0.71 197
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+
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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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