squad_title_v4_train_30_eval_10_deduped_flan-t5-xl

tyzhu/squad_title_v4_train_30_eval_10_deduped_flan-t5-xl

This model is a fine-tuned version of google/flan-t5-xl on the tyzhu/squad_title_v4_train_30_eval_10_deduped dataset. It achieves the following results on the evaluation set:

• Exact Match: 10.0
• F1: 23.5051
• Loss: 3.6384

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: 8
• eval_batch_size: 32
• seed: 57
• gradient_accumulation_steps: 2
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.05
• num_epochs: 100.0

Training results

Framework versions

• Transformers 4.34.0
• Pytorch 2.1.0+cu121
• Datasets 2.14.5
• Tokenizers 0.14.1