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# chinese-bigbird-wwm-base-4096-wallstreetcn-morning-news-market-overview-SSE50-v1

This model is a fine-tuned version of [Lowin/chinese-bigbird-wwm-base-4096](https://huggingface.co/Lowin/chinese-bigbird-wwm-base-4096) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.4971
- Accuracy: 0.6061

## 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 | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| No log        | 1.0   | 34   | 0.7029          | 0.3939   |
| No log        | 2.0   | 68   | 0.6542          | 0.6061   |
| No log        | 3.0   | 102  | 0.5504          | 0.7273   |
| No log        | 4.0   | 136  | 0.5111          | 0.6667   |
| No log        | 5.0   | 170  | 0.4850          | 0.7273   |
| No log        | 6.0   | 204  | 0.7082          | 0.7273   |
| No log        | 7.0   | 238  | 1.0485          | 0.6970   |
| No log        | 8.0   | 272  | 1.3248          | 0.6061   |
| No log        | 9.0   | 306  | 1.4725          | 0.6061   |
| No log        | 10.0  | 340  | 1.4971          | 0.6061   |


### Framework versions

- Transformers 4.33.3
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "Lowin/chinese-bigbird-wwm-base-4096", "model-index": [{"name": "chinese-bigbird-wwm-base-4096-wallstreetcn-morning-news-market-overview-SSE50-v1", "results": []}]}
transformers pytorch big_bird text-classification generated_from_trainer base_model:Lowin/chinese-bigbird-wwm-base-4096 license:apache-2.0 autotrain_compatible endpoints_compatible region:us