fine_tuned_copa_croslo

anzeo/fine_tuned_copa_croslo

fine_tuned_copa_croslo is a multiple choice model from anzeo. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as cc-by-4.0.

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

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At a glance

Task: multiple choice
Library: transformers
License: cc-by-4.0
Model type: bert
Access: Public
Created: May 21, 2024
Updated: May 21, 2024
SHA: 336e7350

Base models

EMBEDDIA/crosloengual-bert

Model card

From the Hugging Face model README

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: 0.6931
Accuracy: 0.55
F1: 0.3903

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
0.7205	1.0	50	0.6931	0.55	0.3903
0.7204	2.0	100	0.6931	0.55	0.3903
0.7044	3.0	150	0.6931	0.55	0.3903
0.7288	4.0	200	0.6931	0.55	0.3903
0.7268	5.0	250	0.6931	0.54	0.3857
0.7047	6.0	300	0.6931	0.55	0.3903
0.7291	7.0	350	0.6931	0.55	0.3903
0.713	8.0	400	0.6931	0.55	0.3903

Framework versions

Transformers 4.40.1
Pytorch 2.1.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Task: multiple choice
Library: transformers
Type: bert
License: cc-by-4.0
Created: May 21, 2024
Updated: May 21, 2024