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Erlangshen-Longformer-110M-wallstreetcn-morning-news-market-overview-open-SSEC-f1-v1
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: 1.2093
- F1: 0.3636
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 | 38 | 0.6873 | 0.0 |
| No log | 2.0 | 76 | 0.6933 | 0.0 |
| No log | 3.0 | 114 | 0.7401 | 0.5854 |
| No log | 4.0 | 152 | 0.6913 | 0.0 |
| No log | 5.0 | 190 | 1.0142 | 0.4706 |
| No log | 6.0 | 228 | 0.8925 | 0.2353 |
| No log | 7.0 | 266 | 0.9258 | 0.1333 |
| No log | 8.0 | 304 | 1.0290 | 0.3636 |
| No log | 9.0 | 342 | 1.1018 | 0.4 |
| No log | 10.0 | 380 | 1.2093 | 0.3636 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.3
- Tokenizers 0.13.3
