XLMR-ENIS-finetuned-cola

vesteinn/XLMR-ENIS-finetuned-cola

XLMR-ENIS-finetuned-cola is a text classification model from vesteinn. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as agpl-3.0.

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

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Base models

vesteinn/XLMR-ENIS

Datasets

nyu-mll/glue

Model card

From the Hugging Face model README

XLMR-ENIS-finetuned-cola

This model is a fine-tuned version of vesteinn/XLMR-ENIS on the glue dataset. It achieves the following results on the evaluation set:

Loss: 0.7311
Matthews Correlation: 0.6306

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
0.5216	1.0	535	0.5836	0.4855
0.3518	2.0	1070	0.4426	0.5962
0.2538	3.0	1605	0.5091	0.6110
0.1895	4.0	2140	0.6955	0.6136
0.1653	5.0	2675	0.7311	0.6306

Framework versions

Transformers 4.10.3
Pytorch 1.9.0+cu102
Datasets 1.12.1
Tokenizers 0.10.3

Task: Text Classification
Library: transformers
Type: xlm-roberta
License: agpl-3.0
Languages: en, is, multilingual
Created: Mar 2, 2022
Updated: Apr 11, 2024