bookcorpus_MLM – AI Model by Siddharthparmar7 | AlphaNeural AI

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Siddharthparmar7/
bookcorpus_MLM

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google-bert/bert-base-cased

autotrain_compatible

endpoints_compatible

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bookcorpus_MLM

This model is a fine-tuned version of bert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6289

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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
1.1925	1.0	4049	1.0941
1.012	2.0	8098	0.9231
0.9068	3.0	12147	0.8259
0.8381	4.0	16196	0.7710
0.8017	5.0	20245	0.7348
0.7567	6.0	24294	0.6943
0.7331	7.0	28343	0.6644
0.7032	8.0	32392	0.6530
0.6871	9.0	36441	0.6364
0.6761	10.0	40490	0.6293

Framework versions

Transformers 4.38.0
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2