gokulsrinivasagan/tinybert_base_train_book_ent_15p_s_init_kd_complete_cola

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tinybertbasetrainbookent15psinitkdcompletecola

This model is a fine-tuned version of gokulsrinivasagan/tinybert_base_train_book_ent_15p_s_init_kd_complete on the GLUE COLA dataset. It achieves the following results on the evaluation set:

• —Loss: 0.6090
• —Matthews Correlation: 0.0
• —Accuracy: 0.6913

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: 5e-05
• —trainbatchsize: 256
• —evalbatchsize: 256
• —seed: 10
• —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: linear
• —num_epochs: 50

Training results

Framework versions

• —Transformers 4.51.2
• —Pytorch 2.6.0+cu126
• —Datasets 3.5.0
• —Tokenizers 0.21.1