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End of training
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README.md
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base_model: facebook/bart-large-cnn
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tags:
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- generated_from_trainer
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model-index:
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- name: bart-large-cnn-spotify-podcasts
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results: []
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# bart-large-cnn-spotify-podcasts
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This model is a fine-tuned version of [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) 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: 2e-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:
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 |
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### Framework versions
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base_model: facebook/bart-large-cnn
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tags:
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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: bart-large-cnn-spotify-podcasts
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results: []
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# bart-large-cnn-spotify-podcasts
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This model is a fine-tuned version of [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3282
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- Rouge1: 0.5073
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- Rouge2: 0.3354
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- Rougel: 0.4104
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- Rougelsum: 0.4098
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- Gen Len: 82.5021
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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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: 4
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 | 233 | 1.2600 | 0.4886 | 0.3178 | 0.3942 | 0.3939 | 90.6652 |
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| No log | 2.0 | 466 | 1.2273 | 0.4993 | 0.326 | 0.4012 | 0.4015 | 92.4077 |
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| 1.0674 | 3.0 | 699 | 1.2512 | 0.5104 | 0.3406 | 0.4149 | 0.4148 | 84.0215 |
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| 1.0674 | 4.0 | 932 | 1.3282 | 0.5073 | 0.3354 | 0.4104 | 0.4098 | 82.5021 |
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### Framework versions
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model.safetensors
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runs/Nov18_15-12-34_b5e0e1ae0024/events.out.tfevents.1700320362.b5e0e1ae0024.48.0
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