Add Technical Report

README.md

@@ -235,4 +235,16 @@ The SSD-1B Model is not suitable for creating factual or accurate representation
 ## Limitations and Bias
 
 Limitations & Bias
-The SSD-1B Model has some challenges in embodying absolute photorealism, especially in human depictions. While it grapples with incorporating clear text and maintaining the fidelity of complex compositions due to its autoencoding approach, these hurdles pave the way for future enhancements. Importantly, the model's exposure to a diverse dataset, though not a panacea for ingrained societal and digital biases, represents a foundational step towards more equitable technology. Users are encouraged to interact with this pioneering tool with an understanding of its current limitations, fostering an environment of conscious engagement and anticipation for its continued evolution.
+The SSD-1B Model has some challenges in embodying absolute photorealism, especially in human depictions. While it grapples with incorporating clear text and maintaining the fidelity of complex compositions due to its autoencoding approach, these hurdles pave the way for future enhancements. Importantly, the model's exposure to a diverse dataset, though not a panacea for ingrained societal and digital biases, represents a foundational step towards more equitable technology. Users are encouraged to interact with this pioneering tool with an understanding of its current limitations, fostering an environment of conscious engagement and anticipation for its continued evolution.
+
+## Citation
+```
+@misc{gupta2024progressive,
+      title={Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss}, 
+      author={Yatharth Gupta and Vishnu V. Jaddipal and Harish Prabhala and Sayak Paul and Patrick Von Platen},
+      year={2024},
+      eprint={2401.02677},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}
+```