chore: readme edits.

app.py

@@ -15,7 +15,7 @@ WEIGHT_DTYPE = torch.float16
 
 TITLE = "Evaluate Schedulers with StableDiffusionPipeline 🧨"
 DESCRIPTION = """
-This Space allows you to quantitatively compare different noise schedulers with a [`StableDiffusionPipeline`](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/overview).
+This Space allows you to quantitatively compare [different noise schedulers](https://huggingface.co/docs/diffusers/using-diffusers/schedulers) with a [`StableDiffusionPipeline`](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/overview).
 
 One of the applications of this Space could be to evaluate different schedulers for a certain Stable Diffusion checkpoint for fixed number of inference steps.
 
@@ -32,6 +32,7 @@ Here's how it works:
     * [Inception Score](https://en.wikipedia.org/wiki/Inception_score)
     * [Clip Score](https://arxiv.org/abs/2104.08718)
 
+**Note** that the default scheduler associated with the provided checkpoint is always used for reporting the scores.
 """