djsull/ner_insurence_roberta
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README.md
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This model is a fine-tuned version of [klue/roberta-small](https://huggingface.co/klue/roberta-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Precision: 1.0
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- Recall: 1.0
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- F1: 1.0
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:---:|:--------:|
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| No log | 1.0 | 9 | 0.
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| No log | 2.0 | 18 | 0.
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| No log | 3.0 | 27 | 0.
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| No log | 4.0 | 36 | 0.
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| No log | 5.0 | 45 | 0.
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| No log | 6.0 | 54 | 0.
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| No log | 7.0 | 63 | 0.
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| No log | 8.0 | 72 | 0.
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### Framework versions
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This model is a fine-tuned version of [klue/roberta-small](https://huggingface.co/klue/roberta-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0159
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- Precision: 1.0
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- Recall: 1.0
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- F1: 1.0
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:---:|:--------:|
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| No log | 1.0 | 9 | 0.0159 | 1.0 | 1.0 | 1.0 | 1.0 |
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| No log | 2.0 | 18 | 0.0030 | 1.0 | 1.0 | 1.0 | 1.0 |
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| No log | 3.0 | 27 | 0.0023 | 1.0 | 1.0 | 1.0 | 1.0 |
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| No log | 4.0 | 36 | 0.0028 | 1.0 | 1.0 | 1.0 | 1.0 |
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| No log | 5.0 | 45 | 0.0018 | 1.0 | 1.0 | 1.0 | 1.0 |
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| No log | 6.0 | 54 | 0.0011 | 1.0 | 1.0 | 1.0 | 1.0 |
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| No log | 7.0 | 63 | 0.0010 | 1.0 | 1.0 | 1.0 | 1.0 |
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| No log | 8.0 | 72 | 0.0010 | 1.0 | 1.0 | 1.0 | 1.0 |
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### Framework versions
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config.json
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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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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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": "None",
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"1": "Profile"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"None": 0,
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"Profile": 1
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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": "roberta",
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model.safetensors
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runs/May31_08-05-51_129-146-79-76/events.out.tfevents.1717142751.129-146-79-76.3851210.2
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training_args.bin
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