Update README.md

README.md

@@ -261,7 +261,7 @@ chat_completion = client.chat.completions.create(
 ## Quantization Reproduction
 
 > [!NOTE]
-> In order to quantize Llama 3.1 70B Instruct using AutoGPTQ, you will need to use an instance with at least enough CPU RAM to fit the whole model i.e. ~800GiB, and an NVIDIA GPU with 80GiB of VRAM to quantize it.
+> In order to quantize Llama 3.1 70B Instruct using AutoGPTQ, you will need to use an instance with at least enough CPU RAM to fit the whole model i.e. ~140GiB, and an NVIDIA GPU with 40GiB of VRAM to quantize it.
 
 In order to quantize Llama 3.1 70B Instruct with GPTQ in INT4, you need to install the following packages: