Update README.md

README.md

@@ -24,6 +24,52 @@ license: creativeml-openrail-m
 <Gallery />
 
 
+**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
+
+## Setting Up
+```
+import torch
+from pipelines import DiffusionPipeline
+
+base_model = "black-forest-labs/FLUX.1-dev"
+pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
+
+lora_repo = "prithivMLmods/Canopus-Flux-LoRA-Hoodies"
+trigger_word = "Cloth style"  # Leave trigger_word blank if not used.
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## app.py
+```
+import gradio as gr
+
+gr.load("prithivMLmods/Canopus-Flux-LoRA-Hoodies").launch()
+```
+## pythonproject.py
+```
+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+import gradio as gr
+
+def image_generator(prompt):
+    pass
+
+interface = gr.Interface(fn=image_generator, inputs="text", outputs="image")
+app = FastAPI()
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],  
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+app = gr.mount_gradio_app(app, interface, path="/")
+```
+
 ## Trigger words
 
 You should use `Dress` to trigger the image generation.