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long-t5-tglobal-base-multinews
QuangHuy54/long-t5-tglobal-base-multinews
long-t5-tglobal-base-multinews is a machine learning model from QuangHuy54. 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 bsd-3-clause.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- bsd-3-clause
- Model type
- longt5
- Access
- Public
- Created
- Jun 27, 2023
- Updated
- Jun 27, 2023
- SHA
- 97459cf3
Datasets
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. -->
long-t5-tglobal-base-mediasum
This model is a fine-tuned version of pszemraj/long-t5-tglobal-base-16384-book-summary on the multi_news dataset. It achieves the following results on the evaluation set:
- Loss: 2.0387
- Rouge1: 0.3246
- Rouge2: 0.0867
- Rougel: 0.1663
- Rougelsum: 0.1662
- Gen Len: 106.985
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
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 2.4191 | 1.0 | 4500 | 2.0952 | 0.3389 | 0.0882 | 0.1706 | 0.1706 | 118.285 |
| 2.3462 | 2.0 | 9000 | 2.0484 | 0.3339 | 0.0887 | 0.1683 | 0.1683 | 111.936 |
| 2.3458 | 3.0 | 13500 | 2.0387 | 0.3246 | 0.0867 | 0.1663 | 0.1662 | 106.985 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
- Library
- transformers
- Type
- longt5
- License
- bsd-3-clause
- Created
- Jun 27, 2023
- Updated
- Jun 27, 2023