opt-350m-wikitext2

This model is a fine-tuned version of facebook/opt-350m on the wikitext wikitext-2-raw-v1 dataset. It achieves the following results on the evaluation set:

• eval_loss: 2.8211
• eval_accuracy: 0.4601
• eval_runtime: 17.895
• eval_samples_per_second: 13.579
• eval_steps_per_second: 6.818
• step: 0

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: 3e-05
• train_batch_size: 4
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0

Framework versions

• Transformers 4.27.4
• Pytorch 1.13.0+cu116
• Datasets 2.9.0
• Tokenizers 0.13.2