xlm-roberta-base-finetuned-darko-tripadvisor

darkoo59/xlm-roberta-base-finetuned-darko-tripadvisor

xlm-roberta-base-finetuned-darko-tripadvisor is a text classification model from darkoo59. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: xlm-roberta
Access: Public
Created: Apr 29, 2024
Updated: May 4, 2024
SHA: 3b2dfc27

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Base models

Model card

From the Hugging Face model README

xlm-roberta-base-finetuned-darko-tripadvisor

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

Loss: 1.0897
Mae: 0.575

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: 2e-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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Mae
1.5492	1.0	100	1.3120	0.74
1.1744	2.0	200	1.0897	0.575

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: xlm-roberta
License: mit
Created: Apr 29, 2024
Updated: May 4, 2024