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metadata
license: apache-2.0
base_model: t5-small
tags:
  - generated_from_trainer
datasets:
  - wikisql
model-index:
  - name: ofir
    results: []

ofir

This model is a fine-tuned version of t5-small on the wikisql dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2732

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: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss
0.4116 1.0 4049 0.3393
0.353 2.0 8098 0.3000
0.3333 3.0 12147 0.2846
0.3113 4.0 16196 0.2758
0.302 5.0 20245 0.2732

Framework versions

  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.3
  • Tokenizers 0.13.3