End of training
Browse files- README.md +1 -23
- config.json +2 -78
- model.safetensors +2 -2
- runs/Jan21_15-38-30_73095be6df3d/events.out.tfevents.1705851562.73095be6df3d.9036.0 +3 -0
- training_args.bin +1 -1
README.md
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base_model: microsoft/deberta-v3-small
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tags:
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- generated_from_trainer
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metrics:
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- precision
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- recall
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- accuracy
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- f1
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model-index:
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- name: deberta-v3-ft-news-sentiment-analisys
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results: []
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# deberta-v3-ft-news-sentiment-analisys
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This model is a fine-tuned version of [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2868
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- Precision: 0.8987
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- Recall: 0.8987
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- Accuracy: 0.8987
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- F1: 0.8987
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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: linear
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | Accuracy | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:--------:|:------:|
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| No log | 1.0 | 64 | 0.8396 | 0.7093 | 0.7093 | 0.7093 | 0.7093 |
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| No log | 2.0 | 128 | 0.4040 | 0.8194 | 0.8194 | 0.8194 | 0.8194 |
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| No log | 3.0 | 192 | 0.4036 | 0.8238 | 0.8238 | 0.8238 | 0.8238 |
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| No log | 4.0 | 256 | 0.3208 | 0.8767 | 0.8767 | 0.8767 | 0.8767 |
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| No log | 5.0 | 320 | 0.2868 | 0.8987 | 0.8987 | 0.8987 | 0.8987 |
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### Framework versions
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base_model: microsoft/deberta-v3-small
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tags:
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- generated_from_trainer
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model-index:
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- name: deberta-v3-ft-news-sentiment-analisys
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results: []
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# deberta-v3-ft-news-sentiment-analisys
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This model is a fine-tuned version of [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small) on an unknown dataset.
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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: linear
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- num_epochs: 10
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### Framework versions
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config.json
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"id2label": {
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"layer_norm_eps": 1e-07,
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"max_position_embeddings": 512,
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"id2label": {
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},
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"initializer_range": 0.02,
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"layer_norm_eps": 1e-07,
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"max_position_embeddings": 512,
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model.safetensors
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runs/Jan21_15-38-30_73095be6df3d/events.out.tfevents.1705851562.73095be6df3d.9036.0
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training_args.bin
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