xlm-roberta-base-finetuned-kinyarwanda-kin-sent2

RogerB/xlm-roberta-base-finetuned-kinyarwanda-kin-sent2

xlm-roberta-base-finetuned-kinyarwanda-kin-sent2 is a text classification model from RogerB. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: xlm-roberta
Access: Public
Created: Oct 8, 2023
Updated: Oct 8, 2023
SHA: 04a6228c

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Base models

Davlan/xlm-roberta-base-finetuned-kinyarwanda

Model card

From the Hugging Face model README

xlm-roberta-base-finetuned-kinyarwanda-kin-sent2

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

Loss: 0.9251
F1: 0.6199

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-06
train_batch_size: 4
eval_batch_size: 4
seed: 1000000
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.9965	1.0	1013	0.8027	0.6498
0.8495	2.0	2026	0.7292	0.7007
0.7955	3.0	3039	0.7012	0.7212

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Task: Text Classification
Library: transformers
Type: xlm-roberta
Created: Oct 8, 2023
Updated: Oct 8, 2023