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base-mlm-tweet-target-tweet – AI Model by muhtasham | AlphaNeural AI
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muhtasham
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base-mlm-tweet-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-tweet-target-tweet
This model is a fine-tuned version of
muhtasham/base-mlm-tweet
on the tweet_eval dataset. It achieves the following results on the evaluation set:
Loss: 1.9081
Accuracy: 0.7674
F1: 0.7679
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
0.3371
4.9
500
1.0062
0.7888
0.7891
0.038
9.8
1000
1.4896
0.7754
0.7802
0.0165
14.71
1500
1.6711
0.7834
0.7830
0.018
19.61
2000
1.9081
0.7674
0.7679
Framework versions
Transformers 4.25.1
Pytorch 1.12.1
Datasets 2.7.1
Tokenizers 0.13.2
