
<!-- 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_seed42_eng_amh_hau_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: 0.0263
- Spearman Corr: 0.7607

## 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        | 1.55  | 200  | 0.0267          | 0.7155        |
| 0.0796        | 3.1   | 400  | 0.0280          | 0.7601        |
| 0.0254        | 4.65  | 600  | 0.0209          | 0.7776        |
| 0.0184        | 6.2   | 800  | 0.0261          | 0.7730        |
| 0.0184        | 7.75  | 1000 | 0.0248          | 0.7709        |
| 0.0144        | 9.3   | 1200 | 0.0269          | 0.7664        |
| 0.0116        | 10.85 | 1400 | 0.0242          | 0.7717        |
| 0.0099        | 12.4  | 1600 | 0.0280          | 0.7691        |
| 0.0084        | 13.95 | 1800 | 0.0292          | 0.7685        |
| 0.0084        | 15.5  | 2000 | 0.0267          | 0.7667        |
| 0.0075        | 17.05 | 2200 | 0.0263          | 0.7607        |


### 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_amh_hau_basic_2e-05", "results": []}]}
transformers safetensors xlm-roberta text-classification generated_from_trainer base_model:yihongLiu/furina autotrain_compatible endpoints_compatible region:us