flant5-nltosql-final-model

This model is a fine-tuned version of barunparua/flant5-nltosql-wikisqlandspider on the None dataset. It achieves the following results on the evaluation set:

• eval_loss: 0.0770
• eval_rouge1: 0.7153
• eval_rouge2: 0.6805
• eval_rougeL: 0.7125
• eval_rougeLsum: 0.7129
• eval_runtime: 99.8127
• eval_samples_per_second: 4.308
• eval_steps_per_second: 2.154
• epoch: 2.0
• step: 430

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: 0.0001
• train_batch_size: 2
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Framework versions

• Transformers 4.39.3
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.2