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# furina_seed42_eng

This model is a fine-tuned version of [yihongLiu/furina](https://huggingface.co/yihongLiu/furina) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0154
- Spearman Corr: 0.8369

## 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 |
|:-------------:|:-----:|:----:|:---------------:|:-------------:|
| 0.1008        | 2.58  | 200  | 0.0227          | 0.7562        |
| 0.0257        | 5.16  | 400  | 0.0211          | 0.7966        |
| 0.018         | 7.74  | 600  | 0.0160          | 0.8301        |
| 0.0117        | 10.32 | 800  | 0.0160          | 0.8281        |
| 0.0101        | 12.9  | 1000 | 0.0154          | 0.8360        |
| 0.0086        | 15.48 | 1200 | 0.0154          | 0.8367        |
| 0.007         | 18.06 | 1400 | 0.0150          | 0.8377        |
| 0.0062        | 20.65 | 1600 | 0.0154          | 0.8387        |
| 0.0059        | 23.23 | 1800 | 0.0155          | 0.8356        |
| 0.0055        | 25.81 | 2000 | 0.0152          | 0.8386        |
| 0.0052        | 28.39 | 2200 | 0.0154          | 0.8369        |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

{"tags": ["generated_from_trainer"], "base_model": "yihongLiu/furina", "model-index": [{"name": "furina_seed42_eng", "results": []}]}
transformers safetensors xlm-roberta text-classification generated_from_trainer base_model:yihongLiu/furina autotrain_compatible endpoints_compatible region:us