Add widget gallery & fix diffusers code

README.md

@@ -12,10 +12,21 @@ tags:
 base_model: "black-forest-labs/FLUX.1-dev"
 pipeline_tag: text-to-image
 instance_prompt: MNALSA
+widget:
+  - text: >-
+      a photo of MNALSA woman with a coffee in a parisian cafe, 50mm, sharp, award winning portrait photography
+    output:
+      url: https://replicate.delivery/yhqm/OQPHQ9kRw9ZpIBMub19XY8NxKznMDA50eSEjpx52QP3qoVrJA/out-0.webp
+  - text: >-
+      a photo of MNALSA woman with pink hair at a rave
+    output:
+      url: https://replicate.delivery/yhqm/apYK6kZFfZUYRyoJ11NzhHY2YXbrjCHajYIiN9EznGR4qVrJA/out-0.webp
 ---
 
 # Flux Mona Lisa
 
+<Gallery />
+
 Trained on Replicate using:
 
 https://replicate.com/ostris/flux-dev-lora-trainer/train
@@ -31,7 +42,7 @@ You should use `MNALSA` to trigger the image generation.
 from diffusers import AutoPipelineForText2Image
 import torch
 
-pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
+pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
 pipeline.load_lora_weights('fofr/flux-mona-lisa', weight_name='lora.safetensors')
 image = pipeline('your prompt').images[0]
 ```