Fix inference script variable

README.md

@@ -37,7 +37,7 @@ To use the model, just call the custom pipeline using [diffusers](https://github
 
 ```py
 from diffusers import DiffusionPipeline
-pipeline = DiffusionPipeline.from_pretrained(
+pipe = DiffusionPipeline.from_pretrained(
     "jimmycarter/LibreFLUX",
     custom_pipeline="jimmycarter/LibreFLUX",
     use_safetensors=True,
@@ -46,7 +46,7 @@ pipeline = DiffusionPipeline.from_pretrained(
 # High VRAM
 prompt = "Photograph of a chalk board on which is written: 'I thought what I'd do was, I'd pretend I was one of those deaf-mutes.'"
 negative_prompt = "blurry"
-images = pipeline(
+images = pipe(
   prompt=prompt,
   negative_prompt=negative_prompt,
 )
@@ -56,6 +56,7 @@ images[0].save('chalkboard.png')
 # ! pip install optimum-quanto
 # Then
 from optimum.quanto import freeze, quantize, qint8
+# quantize and freeze will take a short amount of time, so be patient.
 quantize(
     pipe.transformer,
     weights=qint8,
@@ -66,7 +67,7 @@ quantize(
 )
 freeze(pipe.transformer)
 pipe.enable_model_cpu_offload()
-images = pipeline(
+images = pipe(
   prompt=prompt,
   negative_prompt=negative_prompt,
   device=None,