tinybert_base_train_book_ent_15p_s_init_kd_a_in_wnli – AI Model by gokulsrinivasagan | AlphaNeural AI

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tinybert_base_train_book_ent_15p_s_init_kd_a_in_wnli

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text-classification

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gokulsrinivasagan/tinybert_base_train_book_ent_15p_s_init_kd_a_in

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tinybert_base_train_book_ent_15p_s_init_kd_a_in_wnli

This model is a fine-tuned version of gokulsrinivasagan/tinybert_base_train_book_ent_15p_s_init_kd_a_in on the GLUE WNLI dataset. It achieves the following results on the evaluation set:

Loss: 0.7029
Accuracy: 0.4225

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	Accuracy
0.7001	1.0	3	0.7032	0.4085
0.6958	2.0	6	0.7029	0.4225
0.6944	3.0	9	0.7139	0.3239
0.6918	4.0	12	0.7147	0.3239
0.6914	5.0	15	0.7208	0.3380
0.687	6.0	18	0.7360	0.2394
0.689	7.0	21	0.7440	0.2958

Framework versions

Transformers 4.51.2
Pytorch 2.6.0+cu126
Datasets 3.5.0
Tokenizers 0.21.1