mini-mlm-imdb-target-tweet

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

• Loss: 1.3042
• Accuracy: 0.7674
• F1: 0.7669

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
0.8543	4.9	500	0.6920	0.7674	0.7571
0.3797	9.8	1000	0.7231	0.7727	0.7709
0.1668	14.71	1500	0.9171	0.7594	0.7583
0.068	19.61	2000	1.1558	0.7647	0.7642
0.0409	24.51	2500	1.3042	0.7674	0.7669

Framework versions

• Transformers 4.25.1
• Pytorch 1.12.1
• Datasets 2.7.1
• Tokenizers 0.13.2