Rename nothing to README.MD

nothing → README.MD

@@ -14,15 +14,25 @@ library_name: diffusers
 ---
 
 ```py
-from diffusers import AutoPipelineForText2Image
 import torch
+from diffusers import FluxPipeline
 
-pipeline = AutoPipelineForText2Image.from_pretrained(
-	"black-forest-labs/FLUX.1-dev", torch_dtype=torch.float16, variant="fp16"
-).to("cuda")
-pipeline.load_lora_weights('janannfndnd/SAB', weight_name='lora.safetensors')
-image = pipeline(
-	"prompt", height=768, width=512
+pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16) # can replace schnell with dev
+# to run on low vram GPUs (i.e. between 4 and 32 GB VRAM)
+pipe.enable_sequential_cpu_offload()
+pipe.vae.enable_slicing()
+pipe.vae.enable_tiling()
+
+pipe.to(torch.float16) # casting here instead of in the pipeline constructor because doing so in the constructor loads all models into CPU memory at once
+
+prompt = "A cat holding a sign that says hello world"
+out = pipe(
+    prompt=prompt,
+    guidance_scale=4,
+    height=768,
+    width=1024,
+    num_inference_steps=4,
+    max_sequence_length=256,
 ).images[0]
-image
+out.save("image.png")
 ```