Update README.md

README.md

@@ -9,4 +9,44 @@ language:
 base_model:
 - black-forest-labs/FLUX.1-dev
 pipeline_tag: text-to-image
----
+---
+
+# Flux Open Schnell
+
+A high-speed, distilled text-to-image model based on the state-of-the-art **Flux Dev** architecture. Comparable in quality to Flux Schnell but optimized for real-time use.
+
+---
+
+## Model Overview
+
+- **Base model**: Flux Dev (state-of-the-art text-to-image generator)
+- **Distillation**: Reverse-engineered reproduction of the Flux Schnell pipeline
+- **Inference speed**: ~3–4 seconds per image (4 sampling steps)
+- **Use case**: Real-time and scalable applications requiring high-quality image generation
+
+---
+
+## Features
+- **Fast**: Only 4 sampling steps for near-instant generation  
+- **Faithful**: Maintains visual fidelity of the original Flux Dev  
+- **Open & Reproducible**: Full distillation pipeline published in our blog  
+
+---
+
+## Training & Distillation Details
+
+### Model preparation
+- Loaded Flux Dev checkpoints  
+- Configured student–teacher setup  
+
+### Distillation process
+- Optimized training loop to match Flux Schnell performance  
+- 4 sampling-step schedule  
+
+### Evaluation
+- Benchmarking against Flux Schnell on standard text-to-image metrics  
+- Visual quality validated on diverse prompts  
+
+For the full tutorial, see our webinar:  
+https://www.linkedin.com/events/r-dtalk-217330157774300954624/about/  
+