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# distilbert-base-uncased-finetuned-emotion

This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3852
- Accuracy: 0.9310
- F1: 0.9310

## 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: 256
- eval_batch_size: 256
- 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 | F1     |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
| No log        | 1.0   | 2    | 0.6726          | 0.7759   | 0.7574 |
| No log        | 2.0   | 4    | 0.6428          | 0.7931   | 0.7784 |
| No log        | 3.0   | 6    | 0.6055          | 0.8448   | 0.8422 |
| 0.661         | 4.0   | 8    | 0.5613          | 0.8621   | 0.8614 |
| 0.661         | 5.0   | 10   | 0.5142          | 0.8966   | 0.8961 |
| 0.661         | 6.0   | 12   | 0.4709          | 0.9138   | 0.9136 |
| 0.5276        | 7.0   | 14   | 0.4350          | 0.9138   | 0.9136 |
| 0.5276        | 8.0   | 16   | 0.4093          | 0.9310   | 0.9310 |
| 0.5276        | 9.0   | 18   | 0.3924          | 0.9310   | 0.9310 |
| 0.5276        | 10.0  | 20   | 0.3852          | 0.9310   | 0.9310 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy", "f1"], "base_model": "distilbert-base-uncased", "model-index": [{"name": "distilbert-base-uncased-finetuned-emotion", "results": []}]}
transformers safetensors distilbert text-classification generated_from_trainer base_model:distilbert-base-uncased license:apache-2.0 autotrain_compatible endpoints_compatible region:us