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# xlm-roberta-base_seed42_eng_train

This model is a fine-tuned version of [FacebookAI/xlm-roberta-base](https://huggingface.co/FacebookAI/xlm-roberta-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0170
- Spearman Corr: 0.8303

## 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 |
|:-------------:|:-----:|:----:|:---------------:|:-------------:|
| 0.051         | 2.58  | 200  | 0.0186          | 0.8190        |
| 0.0202        | 5.16  | 400  | 0.0151          | 0.8305        |
| 0.015         | 7.74  | 600  | 0.0151          | 0.8354        |
| 0.0092        | 10.32 | 800  | 0.0179          | 0.8298        |
| 0.0078        | 12.9  | 1000 | 0.0187          | 0.8308        |
| 0.0064        | 15.48 | 1200 | 0.0201          | 0.8314        |
| 0.0051        | 18.06 | 1400 | 0.0168          | 0.8287        |
| 0.0045        | 20.65 | 1600 | 0.0196          | 0.8277        |
| 0.0042        | 23.23 | 1800 | 0.0205          | 0.8314        |
| 0.0038        | 25.81 | 2000 | 0.0170          | 0.8303        |


### Framework versions

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

{"license": "mit", "tags": ["generated_from_trainer"], "base_model": "FacebookAI/xlm-roberta-base", "model-index": [{"name": "xlm-roberta-base_seed42_eng_train", "results": []}]}
transformers safetensors xlm-roberta text-classification generated_from_trainer base_model:FacebookAI/xlm-roberta-base license:mit autotrain_compatible endpoints_compatible region:us