text-to-sparql-t5-small-2021-10-15_01-00

This model was trained from scratch on the None dataset.

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: 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: 1
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Gen Len	P	R	F1	Bleu-score	Bleu-precisions	Bleu-bp
No log	1.0	26	4.1488	19.0	0.2368	-0.0304	0.1003	0.8868	[56.84848484848485, 25.0, 8.88888888888889, 0.041666666666666664]	0.1851

Framework versions

• Transformers 4.11.3
• Pytorch 1.9.0+cu111
• Datasets 1.13.2
• Tokenizers 0.10.3