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# furina_seed42_eng_esp_kin_basic_2e-05

This model is a fine-tuned version of [yihongLiu/furina](https://huggingface.co/yihongLiu/furina) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0287
- Spearman Corr: 0.7243

## 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: 32
- eval_batch_size: 128
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 30
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Spearman Corr |
|:-------------:|:-----:|:----:|:---------------:|:-------------:|
| No log        | 1.63  | 200  | 0.0273          | 0.6199        |
| 0.0785        | 3.27  | 400  | 0.0237          | 0.6780        |
| 0.0231        | 4.9   | 600  | 0.0289          | 0.7095        |
| 0.0171        | 6.53  | 800  | 0.0221          | 0.7230        |
| 0.0135        | 8.16  | 1000 | 0.0317          | 0.7194        |
| 0.0135        | 9.8   | 1200 | 0.0266          | 0.7238        |
| 0.0108        | 11.43 | 1400 | 0.0290          | 0.7264        |
| 0.0089        | 13.06 | 1600 | 0.0279          | 0.7195        |
| 0.0075        | 14.69 | 1800 | 0.0317          | 0.7258        |
| 0.0065        | 16.33 | 2000 | 0.0295          | 0.7245        |
| 0.0065        | 17.96 | 2200 | 0.0271          | 0.7201        |
| 0.0058        | 19.59 | 2400 | 0.0287          | 0.7243        |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.0
- Tokenizers 0.15.2

{"tags": ["generated_from_trainer"], "base_model": "yihongLiu/furina", "model-index": [{"name": "furina_seed42_eng_esp_kin_basic_2e-05", "results": []}]}
transformers safetensors xlm-roberta text-classification generated_from_trainer base_model:yihongLiu/furina autotrain_compatible endpoints_compatible region:us