twitter_RoBERTa_token_itr0_0.0001_all_01_03_2022-14_26_43 – AI Model by ali2066 | AlphaNeural AI

You can deploy this model and start earning money today!

ali2066/
twitter_RoBERTa_token_itr0_0.0001_all_01_03_2022-14_26_43

like

0

token-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

twitter_RoBERTa_token_itr0_0.0001_all_01_03_2022-14_26_43

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: 0.2591
Precision: 0.4174
Recall: 0.5678
F1: 0.4811
Accuracy: 0.8852

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: 0.0001
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	30	0.4690	0.3732	0.1830	0.2456	0.7509
No log	2.0	60	0.3936	0.2067	0.3559	0.2615	0.7851
No log	3.0	90	0.3019	0.3658	0.4904	0.4190	0.8703
No log	4.0	120	0.2510	0.4387	0.5137	0.4732	0.8889
No log	5.0	150	0.2481	0.4196	0.5511	0.4764	0.8881

Framework versions

Transformers 4.15.0
Pytorch 1.10.1+cu113
Datasets 1.18.0
Tokenizers 0.10.3