metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: masked-sentence-generation
results: []
masked-sentence-generation
This model is a fine-tuned version of TasmiaAzmi/masked-sentence-generation on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.6467
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.8235 | 0.99 | 100 | 2.6443 |
| 2.7226 | 1.98 | 200 | 2.6425 |
| 2.6635 | 2.97 | 300 | 2.6453 |
| 2.6195 | 3.96 | 400 | 2.6467 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0
- Datasets 2.12.0
- Tokenizers 0.11.0