metadata
library_name: transformers
license: apache-2.0
base_model: google/flan-t5-large
tags:
- generated_from_trainer
model-index:
- name: t5-large-fft
results: []
t5-large-fft
This model is a fine-tuned version of google/flan-t5-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0209
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: 0.0005
- train_batch_size: 16
- eval_batch_size: 16
- 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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0419 | 0.2 | 500 | 0.0315 |
| 0.0344 | 0.4 | 1000 | 0.0267 |
| 0.0313 | 0.6 | 1500 | 0.0245 |
| 0.0269 | 0.8 | 2000 | 0.0230 |
| 0.026 | 1.0 | 2500 | 0.0219 |
| 0.0192 | 1.2 | 3000 | 0.0218 |
| 0.0233 | 1.4 | 3500 | 0.0213 |
| 0.0223 | 1.6 | 4000 | 0.0210 |
| 0.0214 | 1.8 | 4500 | 0.0210 |
| 0.0233 | 2.0 | 5000 | 0.0209 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0