Update README.md

README.md

@@ -8,15 +8,8 @@ language:
 
 Lightweight Text-to-Image Generation Improvement with Prompt-Aware Inference Noise Evaluation.
 
-## Usage
-```python
-from predictor.inference.loader import load_predictor
-from predictor.inference.noise_selection import generate_noise_candidates, select_top_k_noise
 
-predictor, norm_info = load_predictor("sdxl.pth", device="cuda")
-```
-
-See the [GitHub repo](https://github.com/LSU-ATHENA/PAINE) for full inference and training instructions.
+See the [GitHub repo](https://github.com/LSU-ATHENA/Naive-PAINE) for full inference and training instructions.
 
 ## Citation
 ```bibtex