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flan-t5-base
aabhinayreddy/flan-t5-base
flan-t5-base is a machine learning model from aabhinayreddy. 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
- 0721a5e2
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 the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4660
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 | 0.6745 |
| 1.1425 | 2.0 | 14 | 0.5862 |
| 0.9148 | 3.0 | 21 | 0.5746 |
| 0.9148 | 4.0 | 28 | 0.5226 |
| 0.7936 | 5.0 | 35 | 0.5105 |
| 0.6663 | 6.0 | 42 | 0.4972 |
| 0.6663 | 7.0 | 49 | 0.4861 |
| 0.6266 | 8.0 | 56 | 0.4757 |
| 0.626 | 9.0 | 63 | 0.4673 |
| 0.5819 | 10.0 | 70 | 0.4660 |
Framework versions
- PEFT 0.14.0
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.0
- Tokenizers 0.21.0
- Library
- peft
- License
- apache-2.0
- Created
- Feb 15, 2025
- Updated
- Feb 15, 2025