roberta-base-finetuned-semeval24

andricValdez/roberta-base-finetuned-semeval24

roberta-base-finetuned-semeval24 is a machine learning model from andricValdez. 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 mit.

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

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At a glance

License: mit
Model type: roberta
Access: Public
Created: Oct 18, 2024
Updated: Oct 18, 2024
SHA: e9e0303c

Base models

FacebookAI/roberta-base

Model card

From the Hugging Face model README

roberta-base-finetuned-semeval24

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

Loss: 1.7332
Accuracy: 0.8425
F1: 0.8423

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	Accuracy	F1
No log	1.0	7485	1.0596	0.8307	0.8304
0.0205	2.0	14970	1.1700	0.8619	0.8620
0.0205	3.0	22455	1.1577	0.8704	0.8704
0.0041	4.0	29940	1.4886	0.8308	0.8300
0.0041	5.0	37425	1.7332	0.8425	0.8423

Framework versions

Transformers 4.40.1
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Type: roberta
License: mit
Created: Oct 18, 2024
Updated: Oct 18, 2024