lilyyellow
commited on
Commit
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End of training
Browse files- README.md +10 -16
- config.json +98 -126
- model.safetensors +2 -2
- training_args.bin +1 -1
README.md
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This model is a fine-tuned version of [NlpHUST/ner-vietnamese-electra-base](https://huggingface.co/NlpHUST/ner-vietnamese-electra-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Precision: 0.
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- Recall: 0.
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- F1: 0.
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- Accuracy: 0.
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- num_epochs:
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### Training results
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| Training Loss | Epoch
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| 0.4312 | 5.9787 | 1686 | 0.8134 | 0.4654 | 0.5182 | 0.4904 | 0.7902 |
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| 0.3305 | 7.9716 | 2248 | 0.8743 | 0.4417 | 0.5336 | 0.4833 | 0.7762 |
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| 0.255 | 9.9645 | 2810 | 0.9331 | 0.4217 | 0.5375 | 0.4726 | 0.7694 |
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| 0.2071 | 11.9574 | 3372 | 0.9707 | 0.4527 | 0.5435 | 0.4940 | 0.7795 |
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| 0.1984 | 13.9504 | 3934 | 0.9967 | 0.4663 | 0.5336 | 0.4977 | 0.7834 |
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| 0.1702 | 15.9433 | 4496 | 1.0322 | 0.4590 | 0.5400 | 0.4963 | 0.7805 |
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### Framework versions
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This model is a fine-tuned version of [NlpHUST/ner-vietnamese-electra-base](https://huggingface.co/NlpHUST/ner-vietnamese-electra-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6311
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- Precision: 0.5170
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- Recall: 0.5666
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- F1: 0.5406
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- Accuracy: 0.8126
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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| 0.6285 | 1.9973 | 1474 | 0.6449 | 0.5123 | 0.5238 | 0.5180 | 0.8125 |
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| 0.5081 | 3.9946 | 2948 | 0.6311 | 0.5170 | 0.5666 | 0.5406 | 0.8126 |
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### Framework versions
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config.json
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"6": "I-SKILL",
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"8": "I-TRANSPORTATION",
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"15": "B-ETHNICITY",
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"16": "I-MISCELLANEOUS",
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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},
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model.safetensors
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size
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 5112
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version https://git-lfs.github.com/spec/v1
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size 5112
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