twitter_RoBERTa_token_itr0_1e-05_essays_01_03_2022-14_58_58 – AI Model by ali2066 | AlphaNeural AI

You can deploy this model and start earning money today!

ali2066/
twitter_RoBERTa_token_itr0_1e-05_essays_01_03_2022-14_58_58

like

0

token-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

twitter_RoBERTa_token_itr0_1e-05_essays_01_03_2022-14_58_58

This model is a fine-tuned version of cardiffnlp/twitter-roberta-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2698
Precision: 0.3554
Recall: 0.4884
F1: 0.4114
Accuracy: 0.8973

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: 1e-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: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	11	0.4423	0.0261	0.0184	0.0216	0.7728
No log	2.0	22	0.3220	0.1256	0.3129	0.1793	0.8735
No log	3.0	33	0.2561	0.2633	0.4264	0.3255	0.9103
No log	4.0	44	0.2535	0.3303	0.4509	0.3813	0.9115
No log	5.0	55	0.2414	0.3696	0.4693	0.4135	0.9181

Framework versions

Transformers 4.15.0
Pytorch 1.10.1+cu113
Datasets 1.18.0
Tokenizers 0.10.3