mini-mlm-tweet-target-tweet – AI Model by muhtasham | AlphaNeural AI

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muhtasham/
mini-mlm-tweet-target-tweet

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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mini-mlm-tweet-target-tweet

This model is a fine-tuned version of muhtasham/mini-mlm-tweet on the tweet_eval dataset. It achieves the following results on the evaluation set:

Loss: 1.4122
Accuracy: 0.7353
F1: 0.7377

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
0.8264	4.9	500	0.7479	0.7219	0.7190
0.3705	9.8	1000	0.8205	0.7487	0.7479
0.1775	14.71	1500	1.0049	0.7273	0.7286
0.092	19.61	2000	1.1698	0.7353	0.7351
0.0513	24.51	2500	1.4122	0.7353	0.7377

Framework versions

Transformers 4.25.1
Pytorch 1.12.1
Datasets 2.7.1
Tokenizers 0.13.2