small-mlm-glue-wnli-from-scratch-custom-tokenizer – AI Model by muhtasham | AlphaNeural AI

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muhtasham/
small-mlm-glue-wnli-from-scratch-custom-tokenizer

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small-mlm-glue-wnli-from-scratch-custom-tokenizer

This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.2040

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: 3e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
training_steps: 5000

Training results

Training Loss	Epoch	Step	Validation Loss
6.1082	6.25	500	5.9594
5.4068	12.5	1000	5.6740
5.0739	18.75	1500	5.2598
4.7626	25.0	2000	4.8211
4.435	31.25	2500	4.4480
4.1433	37.5	3000	4.4832
3.8443	43.75	3500	3.9836
3.5364	50.0	4000	3.9410
3.2581	56.25	4500	3.3900
2.9884	62.5	5000	3.2040

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.0+cu116
Datasets 2.8.1.dev0
Tokenizers 0.13.2