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t5-small-finetuned-2024-03-27
liamvbetts/t5-small-finetuned-2024-03-27
t5-small-finetuned-2024-03-27 is a machine learning model from liamvbetts. 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
- Apr 15, 2024
- Updated
- Apr 15, 2024
- SHA
- b7d56c42
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. -->
t5-small-finetuned-2024-03-27
This model is a fine-tuned version of liamvbetts/t5-small-finetuned-2024-03-25 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5195
- Rouge1: 36.8348
- Rouge2: 24.9779
- Rougel: 33.6165
- Rougelsum: 33.7978
- Gen Len: 18.9412
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: 4e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.8428 | 1.0 | 268 | 1.5195 | 36.8348 | 24.9779 | 33.6165 | 33.7978 | 18.9412 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- Created
- Apr 15, 2024
- Updated
- Apr 15, 2024