Edit model card
YAML Metadata Error: "datasets[0]" must be a string

text-to-sparql-t5-base-2021-10-19_15-35_lastDS

This model is a fine-tuned version of t5-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1310
  • Gen Len: 19.0
  • P: 0.5807
  • R: 0.0962
  • F1: 0.3276
  • Score: 6.4533
  • Bleu-precisions: [92.48113990507008, 85.38781447185119, 80.57856404313097, 77.37314727416516]
  • Bleu-bp: 0.0770

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: 0.0003
  • train_batch_size: 8
  • eval_batch_size: 8
  • 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 Score Bleu-precisions Bleu-bp
nan 1.0 4807 0.1310 19.0 0.5807 0.0962 0.3276 6.4533 [92.48113990507008, 85.38781447185119, 80.57856404313097, 77.37314727416516] 0.0770

Framework versions

  • Transformers 4.10.0
  • Pytorch 1.9.0+cu111
  • Datasets 1.13.3
  • Tokenizers 0.10.3
Downloads last month
451