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# TESTING-ROBERTA1234

This model is a fine-tuned version of [citizenlab/twitter-xlm-roberta-base-sentiment-finetunned](https://huggingface.co/citizenlab/twitter-xlm-roberta-base-sentiment-finetunned) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.8573
- Accuracy: 0.7347

## 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: 16
- eval_batch_size: 16
- 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 |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
| 0.6436        | 1.0   | 1832  | 0.6684          | 0.7244   |
| 0.5381        | 2.0   | 3664  | 0.6722          | 0.7341   |
| 0.4176        | 3.0   | 5496  | 0.7502          | 0.7244   |
| 0.3494        | 4.0   | 7328  | 0.8252          | 0.7344   |
| 0.2162        | 5.0   | 9160  | 0.9974          | 0.7330   |
| 0.196         | 6.0   | 10992 | 1.2834          | 0.7373   |
| 0.1952        | 7.0   | 12824 | 1.4338          | 0.7365   |
| 0.124         | 8.0   | 14656 | 1.6025          | 0.7332   |
| 0.1357        | 9.0   | 16488 | 1.7811          | 0.7329   |
| 0.0789        | 10.0  | 18320 | 1.8573          | 0.7347   |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1+cpu
- Datasets 2.14.5
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "citizenlab/twitter-xlm-roberta-base-sentiment-finetunned", "model-index": [{"name": "TESTING-ROBERTA1234", "results": []}]}
transformers tensorboard safetensors xlm-roberta text-classification generated_from_trainer base_model:citizenlab/twitter-xlm-roberta-base-sentiment-finetunned autotrain_compatible endpoints_compatible region:us