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base-mlm-imdb-target-tweet – AI Model by muhtasham | AlphaNeural AI
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muhtasham
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base-mlm-imdb-target-tweet
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transformers
pytorch
bert
text-classification
generated_from_trainer
tweet_eval
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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base-mlm-imdb-target-tweet
This model is a fine-tuned version of
muhtasham/base-mlm-imdb
on the tweet_eval dataset. It achieves the following results on the evaluation set:
Loss: 1.7516
Accuracy: 0.7754
F1: 0.7789
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
Accuracy
F1
0.3412
4.9
500
1.0525
0.7888
0.7891
0.0365
9.8
1000
1.4590
0.7540
0.7572
0.0127
14.71
1500
1.4788
0.7888
0.7890
0.0137
19.61
2000
1.7516
0.7754
0.7789
Framework versions
Transformers 4.25.1
Pytorch 1.12.1
Datasets 2.7.1
Tokenizers 0.13.2
