metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
- generated_from_keras_callback
model-index:
- name: kaytoo2022/t5_technical_qa_082624
results: []
pipeline_tag: text2text-generation
library_name: transformers
kaytoo2022/t5_technical_qa_082624
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:
- Train Loss: 1.5907
- Validation Loss: 1.4118
- Epoch: 14
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 3.0296 | 2.3499 | 0 |
| 2.5467 | 2.1372 | 1 |
| 2.3870 | 2.0202 | 2 |
| 2.2760 | 1.9289 | 3 |
| 2.1699 | 1.8520 | 4 |
| 2.1014 | 1.7799 | 5 |
| 2.0080 | 1.7177 | 6 |
| 1.9476 | 1.6605 | 7 |
| 1.8703 | 1.6072 | 8 |
| 1.8273 | 1.5629 | 9 |
| 1.7563 | 1.5233 | 10 |
| 1.7263 | 1.4896 | 11 |
| 1.6807 | 1.4582 | 12 |
| 1.6361 | 1.4327 | 13 |
| 1.5907 | 1.4118 | 14 |
Framework versions
- Transformers 4.42.4
- TensorFlow 2.17.0
- Datasets 2.21.0
- Tokenizers 0.19.1