Qwen2.5-0.5B-hate-classifier

advy/Qwen2.5-0.5B-hate-classifier

Qwen2.5-0.5B-hate-classifier is a machine learning model from advy. 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 apache-2.0.

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

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Nov 7, 2025
Updated: Nov 7, 2025
SHA: 3da810d6

Base models

Qwen/Qwen2.5-0.5B

Model card

From the Hugging Face model README

Qwen2.5-0.5B-hate-classifier

This model is a fine-tuned version of Qwen/Qwen2.5-0.5B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9760

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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
0.7272	1.0	450	0.6198
0.5183	2.0	900	0.6486
0.1324	3.0	1350	0.8556
0.0005	4.0	1800	0.9689
0.1691	5.0	2250	0.9760

Framework versions

PEFT 0.17.1
Transformers 4.46.3
Pytorch 2.8.0+cu128
Datasets 2.17.0
Tokenizers 0.20.0

Library: peft
License: apache-2.0
Created: Nov 7, 2025
Updated: Nov 7, 2025