Training complete
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README.md
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tags:
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- summarization
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- generated_from_trainer
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model-index:
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- name: text_summarization-cnn
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results: []
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# text_summarization-cnn
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This model is a fine-tuned version of [Falconsai/text_summarization](https://huggingface.co/Falconsai/text_summarization) on an unknown dataset.
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 5.6e-05
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- train_batch_size:
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- eval_batch_size:
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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: 2
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### Framework versions
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- Transformers 4.39.3
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tags:
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- summarization
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: text_summarization-cnn
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results: []
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# text_summarization-cnn
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This model is a fine-tuned version of [Falconsai/text_summarization](https://huggingface.co/Falconsai/text_summarization) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.6288
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- Rouge1: 0.2455
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- Rouge2: 0.1187
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- Rougel: 0.203
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- Rougelsum: 0.2317
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 5.6e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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: 2
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|
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| 1.8226 | 1.0 | 17431 | 1.6400 | 0.2449 | 0.1178 | 0.2024 | 0.2311 |
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| 1.7775 | 2.0 | 34862 | 1.6288 | 0.2455 | 0.1187 | 0.203 | 0.2317 |
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### Framework versions
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- Transformers 4.39.3
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model.safetensors
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