
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# furina_original_kin-amh-eng_train_spearman_corr

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: 0.0232
- Spearman Corr: 0.7603

## 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        | 1.75  | 200  | 0.0327          | 0.6413        |
| 0.0853        | 3.51  | 400  | 0.0219          | 0.7158        |
| 0.0217        | 5.26  | 600  | 0.0220          | 0.7493        |
| 0.0159        | 7.02  | 800  | 0.0199          | 0.7703        |
| 0.0122        | 8.77  | 1000 | 0.0192          | 0.7628        |
| 0.0101        | 10.53 | 1200 | 0.0216          | 0.7542        |
| 0.0085        | 12.28 | 1400 | 0.0206          | 0.7665        |
| 0.0075        | 14.04 | 1600 | 0.0214          | 0.7578        |
| 0.0075        | 15.79 | 1800 | 0.0215          | 0.7601        |
| 0.0065        | 17.54 | 2000 | 0.0213          | 0.7618        |
| 0.0059        | 19.3  | 2200 | 0.0208          | 0.7621        |
| 0.0055        | 21.05 | 2400 | 0.0232          | 0.7603        |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.2.0+cu121
- Datasets 2.17.0
- Tokenizers 0.15.2

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