Updates

README.md

@@ -6,17 +6,18 @@ colorTo: blue
 sdk: gradio
 sdk_version: 5.3.0
 app_file: app.py
-pinned: false
+pinned: true
 ---
 
 # Flux Image Generator with Zero-GPU
 
-This Space runs the Flux.1-lite-8B-alpha model from Freepik using Zero-GPU allocation to generate images from text descriptions. The interface allows you to adjust various parameters:
+This Space demonstrates the Flux.1 Lite model for text-to-image generation.
 
-- Guidance Scale: Controls how closely the image follows the prompt
-- Number of Steps: Determines the quality of the generation
-- Seed: Controls reproducibility
-- Width/Height: Image dimensions
-
-Note: This Space uses the @spaces.GPU decorator to allocate GPU resources only when needed, making it more efficient and cost-effective.
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+## Model Citation
+```bibtex
+@article{flux1-lite,
+  title={Flux.1 Lite: Distilling Flux1.dev for Efficient Text-to-Image Generation},
+  author={Daniel Verdú, Javier Martín},
+  email={dverdu@freepik.com, javier.martin@freepik.com},
+  year={2024},
+}

app.py

@@ -5,6 +5,16 @@ from huggingface_hub import HfApi
 import spaces
 import random
 
+"""
+This application uses the Flux.1 Lite model:
+@article{flux1-lite,
+  title={Flux.1 Lite: Distilling Flux1.dev for Efficient Text-to-Image Generation},
+  author={Daniel Verdú, Javier Martín},
+  email={dverdu@freepik.com, javier.martin@freepik.com},
+  year={2024},
+}
+"""
+
 @spaces.GPU(duration=70)
 def initialize_model():
     model_id = "Freepik/flux.1-lite-8B-alpha"