Downloads · 30 days
16
6% of all-time downloads
qwen3-0.6-finetuned
cli08/qwen3-0.6-finetuned
qwen3-0.6-finetuned is a machine learning model from cli08. 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.
This model is a fine-tuned version of Qwen/Qwen3-0.6B on the sh0416/agnews dataset. It achieved an F1 of 0.911 on the evaluation set.
All-time downloads
249
Public
Repo size
78.5 MB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors4.6 MB · 100%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Feb 21, 2026
- Updated
- Feb 22, 2026
- SHA
- 602382ea
Base models
Datasets
Model card
From the Hugging Face model README
qwen3-0.6-finetuned
This model is a fine-tuned version of Qwen/Qwen3-0.6B on the sh0416/ag_news dataset. It achieved an F1 of 0.911 on the evaluation set.
If you would like to test the fine-tuned adapter yourself, you can load it using AutoModelForSequenceClassification.from_pretrained() and pass cli08/qwen3-0.6-finetuned as the model.
Fine-tuning Results
| Initial F1 | Fine-tuned F1 |
|---|---|
| 0.133 | 0.911 |
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.001
- num_train_epochs: 2
- lr_scheduler_type: 'linear'
- gradient_accumulation_steps: 4
- weight_decay: 0.01
- per_device_train_batch_size: 8
Framework versions
- PEFT 0.17.1
- Transformers 4.57.1
- Pytorch 2.8.0+cu126
- Datasets 4.4.2
- Tokenizers 0.22.1
Environment
Kaggle notebook with two Nvidia T4 GPU's
Source Code
- Library
- peft
- License
- apache-2.0
- Created
- Feb 21, 2026
- Updated
- Feb 22, 2026