xlm-roberta-large-go-emotions-v1 – AI Model by Prasadrao | AlphaNeural AI

You can deploy this model and start earning money today!

Prasadrao/
xlm-roberta-large-go-emotions-v1

like

0

text-classification

generated_from_trainer

Prasadrao/xlm-roberta-large-go-emotions-v1

autotrain_compatible

endpoints_compatible

Views

No views yet

xlm-roberta-large-go-emotions-v1

This model is a fine-tuned version of Prasadrao/xlm-roberta-large-go-emotions-v1 on an go emotion dataset. It achieves the following results on the evaluation set:

Loss: 0.0825
Accuracy: 0.4521
Precision: 0.5176
Recall: 0.5280
F1: 0.5170

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: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1
No log	1.0	1357	0.0880	0.4244	0.4324	0.4433	0.4280
0.0972	2.0	2714	0.0812	0.4471	0.4878	0.5035	0.4871
No log	3.0	1357	0.0849	0.4480	0.5358	0.4967	0.4922
0.0729	4.0	2714	0.0825	0.4521	0.5176	0.5280	0.5170

Framework versions

Transformers 4.37.0
Pytorch 2.1.2
Datasets 2.15.0
Tokenizers 0.15.1