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byt5_pretrained-samsum
OmarHaroon01/byt5_pretrained-samsum
byt5_pretrained-samsum is a machine learning model from OmarHaroon01. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Mar 2, 2024
- Updated
- Mar 2, 2024
- SHA
- 4be3bd0d
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. -->
byt5_pretrained-samsum
This model is a fine-tuned version of OmarHaroon01/byt5_pretrained on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4270
- Rouge1: 15.1583
- Rouge2: 1.8812
- Rougel: 12.4182
- Rougelsum: 13.8406
- Gen Len: 93.1673
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: 5e-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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.8451 | 1.0 | 1842 | 1.6530 | 12.5555 | 1.3712 | 10.6513 | 11.568 | 97.8730 |
| 1.7008 | 2.0 | 3684 | 1.5421 | 13.7987 | 1.6109 | 11.5281 | 12.734 | 93.8803 |
| 1.6202 | 3.0 | 5526 | 1.4822 | 14.5607 | 1.5841 | 11.9255 | 13.1058 | 95.8596 |
| 1.568 | 4.0 | 7368 | 1.4416 | 13.9758 | 1.7069 | 11.6157 | 12.8209 | 92.4188 |
| 1.5315 | 5.0 | 9210 | 1.4270 | 15.1583 | 1.8812 | 12.4182 | 13.8406 | 93.1673 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- Created
- Mar 2, 2024
- Updated
- Mar 2, 2024