A few tips to keep in mind for TCD-LoRA inference are to:  
- Keep the `num_inference_steps` between 4 and 50
- Set `eta` (used to control stochasticity at each step) between 0 and 1. You should use a higher `eta` when increasing the number of inference steps, but the downside is that a larger `eta` in [`TCDScheduler`] leads to blurrier images. A value of 0.3 is recommended to produce good results.  
<hfoptions id="tasks">
<hfoption id="text-to-image">  
```python
import torch