distilbert_lda_20_v1_book_wnli – AI Model by gokulsrinivasagan | AlphaNeural AI

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gokulsrinivasagan/
distilbert_lda_20_v1_book_wnli

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text-classification

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gokulsrinivasagan/distilbert_lda_20_v1_book

autotrain_compatible

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distilbert_lda_20_v1_book_wnli

This model is a fine-tuned version of gokulsrinivasagan/distilbert_lda_20_v1_book on the GLUE WNLI dataset. It achieves the following results on the evaluation set:

Loss: 0.6960
Accuracy: 0.5070

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
0.704	1.0	3	0.7027	0.3803
0.6964	2.0	6	0.6960	0.5070
0.6928	3.0	9	0.7007	0.4085
0.6942	4.0	12	0.7017	0.4789
0.6918	5.0	15	0.7093	0.3380
0.6913	6.0	18	0.7186	0.3662
0.6914	7.0	21	0.7135	0.3944

Framework versions

Transformers 4.46.3
Pytorch 2.2.1+cu118
Datasets 2.17.0
Tokenizers 0.20.3