Erlangshen-Longformer-110M-wallstreetcn-morning-news-market-overview-SSEC-f1-vv5
This model is a fine-tuned version of IDEA-CCNL/Erlangshen-Longformer-110M on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.9441
- F1: 0.5833
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: 2e-05
- train_batch_size: 8
- 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 | F1 |
|---|---|---|---|---|
| No log | 1.0 | 34 | 1.5389 | 0.6667 |
| No log | 2.0 | 68 | 2.1094 | 0.4444 |
| No log | 3.0 | 102 | 2.7512 | 0.6429 |
| No log | 4.0 | 136 | 2.4339 | 0.6667 |
| No log | 5.0 | 170 | 1.4656 | 0.6957 |
| No log | 6.0 | 204 | 2.4955 | 0.6667 |
| No log | 7.0 | 238 | 1.9639 | 0.6 |
| No log | 8.0 | 272 | 2.0915 | 0.5556 |
| No log | 9.0 | 306 | 1.9200 | 0.5263 |
| No log | 10.0 | 340 | 1.9441 | 0.5833 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1