metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
- generated_from_trainer
model-index:
- name: flan-t5-base-sentiment-product-review
results: []
flan-t5-base-sentiment-product-review
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: 0.7289
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: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 33 | 0.9448 |
| No log | 2.0 | 66 | 0.8057 |
| No log | 3.0 | 99 | 0.7425 |
| No log | 4.0 | 132 | 0.7366 |
| No log | 5.0 | 165 | 0.7197 |
| No log | 6.0 | 198 | 0.7111 |
| No log | 7.0 | 231 | 0.6990 |
| No log | 8.0 | 264 | 0.7347 |
| No log | 9.0 | 297 | 0.7234 |
| No log | 10.0 | 330 | 0.7289 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0