Update README.md

README.md

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 # LibreFLUX-ControlNet Inference (WIP)
 ![Example: Control image vs result](examples/side_by_side.png)
 
-This model is a ControlNet trained on top of LibreFLUX using [https://github.com/NeuralVFX/LibreFLUX-ControlNet](https://github.com/NeuralVFX/LibreFLUX-ControlNet)
+**ControlNet trained on top of LibreFLUX**
 
-It incorperates:
-- Attention Masking
-- Running inference with CFG.
+- Uses Attention Masking
+- Inference runs with CFG
+- Trained on 165K segmented images from Meta's [SA1B Dataset](https://ai.meta.com/datasets/segment-anything/)
+- Trained using [https://github.com/NeuralVFX/LibreFLUX-ControlNet](https://github.com/NeuralVFX/LibreFLUX-ControlNet)
 
 **Disclaimer**, This is pieced together by modifying and borrowing from these repos: 
 - [https://huggingface.co/jimmycarter/LibreFLUX](https://huggingface.co/jimmycarter/LibreFLUX)
 - [https://github.com/bghira/SimpleTuner](https://github.com/bghira/SimpleTuner)
 
 
-## Status
-Work in progress. Code is being transferred and adapted from my larger project.
-
-
 # Compatibility
 
 - Use these specific library versions: