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# my-awesome-model

This model is a fine-tuned version of [lxyuan/distilbert-base-multilingual-cased-sentiments-student](https://huggingface.co/lxyuan/distilbert-base-multilingual-cased-sentiments-student) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.8663
- Accuracy: 0.654

## 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: 5e-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: 3.0

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| No log        | 1.0   | 125  | 1.4498          | 0.637    |
| No log        | 2.0   | 250  | 2.0689          | 0.632    |
| No log        | 3.0   | 375  | 1.8663          | 0.654    |


### Framework versions

- Transformers 4.36.1
- Pytorch 2.1.2
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "lxyuan/distilbert-base-multilingual-cased-sentiments-student", "model-index": [{"name": "my-awesome-model", "results": []}]}
transformers tensorboard safetensors distilbert text-classification generated_from_trainer base_model:lxyuan/distilbert-base-multilingual-cased-sentiments-student license:apache-2.0 autotrain_compatible endpoints_compatible region:us