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flan-t5-base
premjain7/flan-t5-base
flan-t5-base is a machine learning model from premjain7. 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 peft. 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
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Feb 15, 2025
- Updated
- Feb 15, 2025
- SHA
- 893c69e9
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
This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 11.7791
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: 0.001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 7 | 15.7502 |
| 13.0573 | 2.0 | 14 | 16.8990 |
| 14.1682 | 3.0 | 21 | 14.6114 |
| 14.1682 | 4.0 | 28 | 17.3923 |
| 14.096 | 5.0 | 35 | 17.4484 |
| 15.9513 | 6.0 | 42 | 11.9842 |
| 15.9513 | 7.0 | 49 | 11.7837 |
| 14.357 | 8.0 | 56 | 11.8508 |
| 13.9562 | 9.0 | 63 | 12.0247 |
| 13.9869 | 10.0 | 70 | 11.7791 |
Framework versions
- PEFT 0.14.0
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Tokenizers 0.21.0
- Library
- peft
- License
- apache-2.0
- Created
- Feb 15, 2025
- Updated
- Feb 15, 2025