tiny-mlm-glue-cola-custom-tokenizer-expand-vocab-target-glue-cola

This model is a fine-tuned version of muhtasham/tiny-mlm-glue-cola-custom-tokenizer-expand-vocab on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7478
• Matthews Correlation: 0.0630

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	Matthews Correlation
0.6117	1.87	500	0.6224	0.0
0.5987	3.73	1000	0.6217	0.0181
0.5786	5.6	1500	0.6271	0.0364
0.5513	7.46	2000	0.6517	0.0412
0.5219	9.33	2500	0.6753	0.1073
0.5067	11.19	3000	0.6918	0.0978
0.4827	13.06	3500	0.7235	0.0896
0.4638	14.93	4000	0.7478	0.0630

Framework versions

• Transformers 4.27.0.dev0
• Pytorch 1.13.1+cu116
• Datasets 2.9.1.dev0
• Tokenizers 0.13.2