Qwen · Singularity

15 Aug 2026

My llama.cpp Command for Qwen3-Coder-Next

I use this command to run Qwen3-Coder-Next locally with llama-server. I am keeping the complete command and an explanation of each option here so I do not have to reconstruct it later. This is the best configuration I …

#Llama.cpp #Qwen #Local-Llm #Inference #Coding

15 Aug 2026

Running Qwen Image Edit 2511 4-bit on Amazon EKS

I published Qwen Image Edit 2511 4-bit as a selective NF4 quantization rather than quantizing every transformer layer indiscriminately. Some layers remain at higher precision to preserve output quality. The resulting …

#Machine-Learning #Quantization #Qwen #Hugging-Face #Aws-Eks