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muhtasham/
base-mlm-tweet

Name: base-mlm-tweet
Availability: InStock

generated_from_trainer

apache-2.0

autotrain_compatible

endpoints_compatible

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base-mlm-tweet

This model is a fine-tuned version of google/bert_uncased_L-12_H-768_A-12 on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.2872

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
num_epochs: 200

Training results

Training Loss	Epoch	Step	Validation Loss
2.7839	11.11	500	2.9523
2.1262	22.22	1000	3.0186
1.7246	33.33	1500	3.4226
1.3832	44.44	2000	3.2872

Framework versions

Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.7.1
Tokenizers 0.13.2

muhtasham/base-mlm-tweet

base-mlm-tweet

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

muhtasham/
base-mlm-tweet