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qwen2-1.5b-ppt-outline-lora
ChengManYu/qwen2-1.5b-ppt-outline-lora
qwen2-1.5b-ppt-outline-lora is a machine learning model from ChengManYu. 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 apache-2.0.
This is the LoRA version, suitable for those who want to continue fine-tuning or conducting research.
Access
Public
Updated Feb 18, 2026
Repo size
35.9 MB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 13, 2025
- Updated
- Feb 18, 2026
- SHA
- 39841533
Model card
From the Hugging Face model README
Qwen2-1.5B PPT Outline Generator (LoRA Adapter)
This is the LoRA version, suitable for those who want to continue fine-tuning or conducting research.
Differences from the Merged version
- Merged：Ready to use, suitable for general users
- LoRA：Small in size and can continue to be fine-tuned on one's own data
How to use LoRA
from peft import AutoPeftModelForCausalLM
from transformers import AutoTokenizer
model = AutoPeftModelForCausalLM.from_pretrained(
"ChengManYu/qwen2-1.5b-ppt-outline-lora",
device_map="auto"
)
tokenizer = AutoTokenizer.from_pretrained("ChengManYu/qwen2-1.5b-ppt-outline-lora")
Training Information
- Use Qwen2-1.5B-Instruct as the base model
- LoRA rank = 16, alpha = 32
- Training for 3 epochs
- License
- apache-2.0
- Created
- Dec 13, 2025
- Updated
- Feb 18, 2026