loha_fine_tuned_copa_croslo

lenatr99/loha_fine_tuned_copa_croslo

loha_fine_tuned_copa_croslo is a machine learning model from lenatr99. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as cc-by-4.0.

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

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Hugging Face

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At a glance

Library: peft
License: cc-by-4.0
Access: Public
Created: May 3, 2024
Updated: May 23, 2024
SHA: 598b20d0

Base models

EMBEDDIA/crosloengual-bert

Model card

From the Hugging Face model README

loha_fine_tuned_copa_croslo

This model is a fine-tuned version of EMBEDDIA/crosloengual-bert on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3989
Accuracy: 0.65
F1: 0.6507

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: 0.003
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 400

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.7116	1.0	50	0.6663	0.57	0.5704
0.657	2.0	100	0.6277	0.62	0.62
0.49	3.0	150	0.6608	0.67	0.6708
0.3144	4.0	200	0.7786	0.68	0.6805
0.099	5.0	250	1.1639	0.63	0.6303
0.0377	6.0	300	1.2560	0.65	0.6496
0.0216	7.0	350	1.3663	0.65	0.6503
0.0107	8.0	400	1.3989	0.65	0.6507

Framework versions

PEFT 0.11.1
Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
License: cc-by-4.0
Created: May 3, 2024
Updated: May 23, 2024