AIA_homework1

Toukirou/AIA_homework1

AIA_homework1 is a machine learning model from Toukirou. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

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

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At a glance

License: apache-2.0
Model type: distilbert
Access: Public
Created: Aug 17, 2024
Updated: Aug 17, 2024
SHA: 78921be3

Base models

Model card

From the Hugging Face model README

AIA_homework1

This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.8648
Matthews Correlation: 0.5101

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: 4.3287497916967464e-05
train_batch_size: 32
eval_batch_size: 16
seed: 40
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
No log	1.0	268	0.4622	0.4484
0.4164	2.0	536	0.4818	0.5142
0.4164	3.0	804	0.5377	0.5435
0.156	4.0	1072	0.7827	0.5253
0.156	5.0	1340	0.8648	0.5101

Framework versions

Transformers 4.44.0
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Type: distilbert
License: apache-2.0
Created: Aug 17, 2024
Updated: Aug 17, 2024