tiny-mlm-glue-wnli-from-scratch-custom-tokenizer

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

• Loss: 5.4279

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: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• training_steps: 5000

Training results

Training Loss	Epoch	Step	Validation Loss
7.1494	6.25	500	6.6863
6.2515	12.5	1000	6.2279
5.9308	18.75	1500	6.0591
5.836	25.0	2000	5.7884
5.7371	31.25	2500	5.6423
5.6668	37.5	3000	5.8836
5.595	43.75	3500	5.4954
5.5433	50.0	4000	5.7668
5.4809	56.25	4500	5.4280
5.4256	62.5	5000	5.4279

Framework versions

• Transformers 4.26.0.dev0
• Pytorch 1.13.0+cu116
• Datasets 2.8.1.dev0
• Tokenizers 0.13.2