Update README.md

README.md

@@ -3,6 +3,10 @@ license: llama3.2
 base_model:
 - huihui-ai/Llama-3.2-3B-Instruct-abliterated
 ---
-Quantize the model from https://huggingface.co/huihui-ai/Llama-3.2-3B-Instruct-abliterated using the SpinQuant quantization method from https://github.com/facebookresearch/SpinQuant for on-device deployment in an Android app with Executorch.
+Using the SpinQuant quantization method from https://github.com/facebookresearch/SpinQuant, I quantized the Llama-3.2-3B-Instruct-abliterated model from https://huggingface.co/huihui-ai/Llama-3.2-3B-Instruct-abliterated. 
+
+This quantization is for on-device deployment to Android apps with Executorch. 
+
+To make it easier for everyone to quickly test and deploy the Executorch on-device demo, I've also converted the quantized PTH file to PTE format and uploaded it.
 
 2025-02-16 19:40:24,099 - spinquant - INFO - wiki2 ppl is: 11.502239227294922