tinybert_base_train_book_ent_15p_lda_cola – AI Model by gokulsrinivasagan | AlphaNeural AI

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tinybert_base_train_book_ent_15p_lda_cola

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text-classification

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gokulsrinivasagan/tinybert_base_train_book_ent_15p_lda

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tinybert_base_train_book_ent_15p_lda_cola

This model is a fine-tuned version of gokulsrinivasagan/tinybert_base_train_book_ent_15p_lda on the GLUE COLA dataset. It achieves the following results on the evaluation set:

Loss: 0.6152
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
train_batch_size: 256
eval_batch_size: 256
seed: 10
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation	Accuracy
0.6133	1.0	34	0.6159	0.0	0.6913
0.603	2.0	68	0.6152	0.0	0.6913
0.5889	3.0	102	0.6240	-0.0508	0.6855
0.5548	4.0	136	0.6573	-0.0047	0.6769
0.513	5.0	170	0.6585	0.1193	0.6702
0.4634	6.0	204	0.6893	0.1199	0.6520
0.4294	7.0	238	0.7312	0.1236	0.6462

Framework versions

Transformers 4.51.2
Pytorch 2.6.0+cu126
Datasets 3.5.0
Tokenizers 0.21.1