safetensors deberta-v2 generated_from_trainer dataset:glue license:apache-2.0 model-index region:us
---
datasets:
- glue
license: apache-2.0
metrics:
- pearsonr
- spearmanr
tags:
- generated_from_trainer
model-index:
- name: deberta-v3-base-finetuned-FFT-STSB
  results:
  - task:
      type: text-classification
      name: Text Classification
    dataset:
      name: glue
      type: glue
      args: stsb
    metrics:
    - type: pearsonr
      value: 0.9083306190960106
      name: Pearsonr
    - type: spearmanr
      value: 0.9063517759229397
      name: Spearmanr
---

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# deberta-v3-base-finetuned-fft-stsb

This model is a fine-tuned version of [deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on the glue dataset.
It achieves the following results on the evaluation set:
- Pearsonr: 0.9083
- Spearmanr: 0.9064

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- weight_decay: 0.01
- num_epochs: 3