Instructions to use HallD/SkeptiSTEM-4B-v2-stageR1-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use HallD/SkeptiSTEM-4B-v2-stageR1-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3-4B-Base") model = PeftModel.from_pretrained(base_model, "HallD/SkeptiSTEM-4B-v2-stageR1-lora") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
Ctrl+K