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bart-large-cnn-spotify-podcasts
SiddhanthRaja/bart-large-cnn-spotify-podcasts
bart-large-cnn-spotify-podcasts is a machine learning model from SiddhanthRaja. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Nov 18, 2023
- Updated
- Nov 18, 2023
- SHA
- 40c82b68
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
bart-large-cnn-spotify-podcasts
This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3282
- Rouge1: 0.5073
- Rouge2: 0.3354
- Rougel: 0.4104
- Rougelsum: 0.4098
- Gen Len: 82.5021
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 233 | 1.2600 | 0.4886 | 0.3178 | 0.3942 | 0.3939 | 90.6652 |
| No log | 2.0 | 466 | 1.2273 | 0.4993 | 0.326 | 0.4012 | 0.4015 | 92.4077 |
| 1.0674 | 3.0 | 699 | 1.2512 | 0.5104 | 0.3406 | 0.4149 | 0.4148 | 84.0215 |
| 1.0674 | 4.0 | 932 | 1.3282 | 0.5073 | 0.3354 | 0.4104 | 0.4098 | 82.5021 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.14.1
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- Nov 18, 2023
- Updated
- Nov 18, 2023