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flan-t5-base-Cause-finetuned
zera09/flan-t5-base-Cause-finetuned
flan-t5-base-Cause-finetuned is a machine learning model from zera09. 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
- t5
- Access
- Public
- Created
- Jun 18, 2024
- Updated
- Jun 18, 2024
- SHA
- d3a0d139
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. -->
flan-t5-base-Cause-finetuned
This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: nan
- Rouge1: 11.7221
- Rouge2: 8.3773
- Rougel: 11.3413
- Rougelsum: 11.3455
- Gen Len: 17.9486
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 248 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| No log | 2.0 | 496 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 3.0 | 744 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 4.0 | 992 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 5.0 | 1240 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 6.0 | 1488 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 7.0 | 1736 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 8.0 | 1984 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 9.0 | 2232 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 10.0 | 2480 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 11.0 | 2728 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 12.0 | 2976 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 13.0 | 3224 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 14.0 | 3472 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 15.0 | 3720 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 16.0 | 3968 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 17.0 | 4216 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 18.0 | 4464 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 19.0 | 4712 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
| 0.0 | 20.0 | 4960 | nan | 11.7221 | 8.3773 | 11.3413 | 11.3455 | 17.9486 |
Framework versions
- Transformers 4.41.1
- Pytorch 1.13.1+cu117
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jun 18, 2024
- Updated
- Jun 18, 2024