Not long-horizon coding but for a lot of other things like batch processes with structured outputs, quick checks/fixes, making sense of unstructured data etc..

This is one of the most important model releases since most use cases don't need SOTA/Frontier

If you want Qwen3.8-27B Serving Configs for the DGX Spark vLLM NVFP4 and RTX 4090 llama.cpp GGUF I added the setups here https://x.com/ErdalToprak/status/2088299678085308761?s=20

For those who don't wanna open twitter: https://xcancel.com/ErdalToprak/status/2088299678085308761?s...