Create README.md

README.md

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+---
+pipeline_tag: text-to-image
+---
+
+## Usage
+
+Lumina-Image-2.0 is a 2 billion parameter flow-based diffusion transformer capable of generating images from text descriptions.
+
+```python
+import torch
+from diffusers import FluxPipeline
+
+pipe = Lumina2Text2ImgPipeline.from_pretrained("Alpha-VLLM/Lumina-Image-2.0", torch_dtype=torch.bfloat16)
+pipe.enable_model_cpu_offload() #save some VRAM by offloading the model to CPU. Remove this if you have enough GPU power
+
+prompt = "A dog holding a sign that says hello world"
+image = pipe(
+    prompt,
+    height=1024,
+    width=1024,
+    guidance_scale=4.0,
+    num_inference_steps=50,
+    generator=torch.Generator("cpu").manual_seed(0)
+).images[0]
+image.save("lumina_demo.png")
+```