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mbart-large-50-headline_WithIp_category_only
mdosama39/mbart-large-50-headline_WithIp_category_only
mbart-large-50-headline_WithIp_category_only is a machine learning model from mdosama39. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- mit
- Model type
- mbart
- Access
- Public
- Created
- Aug 12, 2024
- Updated
- Aug 12, 2024
- SHA
- 63b66a14
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. -->
mbart-large-50-headline_WithIp_category_only
This model is a fine-tuned version of facebook/mbart-large-50 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.2040
- Rouge1: 0.0
- Rouge2: 0.0
- Rougel: 0.0
- Rougelsum: 0.0
- Gen Len: 16.9529
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.83 | 1.0 | 202 | 1.0506 | 0.0 | 0.0 | 0.0 | 0.0 | 16.8288 |
| 0.5748 | 2.0 | 404 | 1.0061 | 0.0 | 0.0 | 0.0 | 0.0 | 15.3027 |
| 0.2279 | 3.0 | 606 | 1.1050 | 0.0 | 0.0 | 0.0 | 0.0 | 17.9256 |
| 0.101 | 4.0 | 808 | 1.2040 | 0.0 | 0.0 | 0.0 | 0.0 | 16.9529 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- mbart
- License
- mit
- Created
- Aug 12, 2024
- Updated
- Aug 12, 2024