TON_IoT_all_LoRA

Jios/TON_IoT_all_LoRA

TON_IoT_all_LoRA is a machine learning model from Jios. 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 mit.

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: mit
Access: Public
Created: Oct 12, 2025
Updated: Oct 12, 2025
SHA: eb9139a9

Base models

Model card

From the Hugging Face model README

TON_IoT_all_LoRA

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

Loss: 0.1993

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: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	216	0.7625
No log	2.0	432	0.4878
1.1145	3.0	648	0.3563
1.1145	4.0	864	0.2861
0.4148	5.0	1080	0.2532
0.4148	6.0	1296	0.2285
0.2931	7.0	1512	0.2127
0.2931	8.0	1728	0.2072
0.2931	9.0	1944	0.2009
0.2513	10.0	2160	0.1993

Framework versions

PEFT 0.17.1
Transformers 4.57.0
Pytorch 2.8.0+cu126
Datasets 4.2.0
Tokenizers 0.22.1

Library: peft
License: mit
Created: Oct 12, 2025
Updated: Oct 12, 2025