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my_awesome_dailymail_model
Zlovoblachko/my_awesome_dailymail_model
my_awesome_dailymail_model is a machine learning model from Zlovoblachko. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- longt5
- Access
- Public
- Created
- Oct 6, 2024
- Updated
- Oct 6, 2024
- SHA
- 7c863869
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. -->
my_awesome_dailymail_model
This model is a fine-tuned version of google/long-t5-tglobal-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.7605
- Rouge1: 0.2044
- Rouge2: 0.1072
- Rougel: 0.1751
- Rougelsum: 0.1748
- Gen Len: 19.0
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: 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: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 124 | 1.8435 | 0.1904 | 0.0914 | 0.1603 | 0.1602 | 19.0 |
| No log | 2.0 | 248 | 1.7953 | 0.2033 | 0.1046 | 0.1733 | 0.1732 | 19.0 |
| No log | 3.0 | 372 | 1.7681 | 0.2042 | 0.1061 | 0.1753 | 0.175 | 19.0 |
| No log | 4.0 | 496 | 1.7605 | 0.2044 | 0.1072 | 0.1751 | 0.1748 | 19.0 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0
- Datasets 3.0.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- longt5
- License
- apache-2.0
- Created
- Oct 6, 2024
- Updated
- Oct 6, 2024