flan-t5-xl-finetuning-translation-ds

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

• Loss: 0.7281
• Bleu: 39.0171
• Gen Len: 52.6438

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: 96
• eval_batch_size: 96
• seed: 42
• distributed_type: multi-GPU
• num_devices: 8
• total_train_batch_size: 768
• total_eval_batch_size: 768
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	13	0.8779	33.4548	52.8617
No log	2.0	26	0.7910	36.556	52.9883
No log	3.0	39	0.7281	39.0171	52.6438

Framework versions

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