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tonitt97/
twitter-xlm-roberta-allData-class

Name: twitter-xlm-roberta-allData-class
Availability: InStock

generated_from_trainer

cardiffnlp/twitter-xlm-roberta-base

finetune

autotrain_compatible

endpoints_compatible

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twitter-xlm-roberta-allData-class

This model is a fine-tuned version of cardiffnlp/twitter-xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7406
F1: 0.7219
Recall: 0.7477
Accuracy: 0.7342

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: 1.7197827530913808e-05
train_batch_size: 16
eval_batch_size: 16
seed: 101
distributed_type: multi-GPU
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Recall	Accuracy
0.9921	1.22	500	0.7383	0.6907	0.7194	0.7157
0.5734	2.44	1000	0.7406	0.7219	0.7477	0.7342

Framework versions

Transformers 4.36.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0

tonitt97/twitter-xlm-roberta-allData-class

twitter-xlm-roberta-allData-class

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

tonitt97/
twitter-xlm-roberta-allData-class