aha_token_v1

djsull/aha_token_v1

aha_token_v1 is a machine learning model from djsull. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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

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At a glance

Model type: roberta
Access: Public
Created: Oct 30, 2024
Updated: Dec 18, 2024
SHA: d0fb8515

Model card

From the Hugging Face model README

aha_token_v1

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

Loss: 0.0064
F1: 1.0
Roc Auc: 1.0
Accuracy: 1.0

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Roc Auc	Accuracy
No log	1.0	26	0.0795	1.0	1.0	1.0
No log	2.0	52	0.0262	1.0	1.0	1.0
No log	3.0	78	0.0139	1.0	1.0	1.0
No log	4.0	104	0.0103	1.0	1.0	1.0
No log	5.0	130	0.0084	1.0	1.0	1.0
No log	6.0	156	0.0072	1.0	1.0	1.0
No log	7.0	182	0.0066	1.0	1.0	1.0
No log	8.0	208	0.0064	1.0	1.0	1.0

Framework versions

Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.18.0
Tokenizers 0.19.1

Type: roberta
Created: Oct 30, 2024
Updated: Dec 18, 2024