metadata
license: apache-2.0
base_model: judy93536/distilroberta-newsapi121k
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: distilroberta-newsapi121k-phrase5k
results: []
distilroberta-newsapi121k-phrase5k
This model is a fine-tuned version of judy93536/distilroberta-newsapi121k on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1848
- Accuracy: 0.9379
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: 8.103335054745316e-06
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.28
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 125 | 0.5800 | 0.7568 |
| No log | 2.0 | 250 | 0.2335 | 0.9219 |
| No log | 3.0 | 375 | 0.1848 | 0.9379 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1