Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
A free AI assistant and survival library that runs on your own computer, with no internet needed. Shows the source of every answer.
Serve large Qwen models fast on the GPUs you actually own. Qwen3.8-27B on a single 24 GB card with vLLM: 127 tok/s single-user (381 when the answer quotes the prompt), ~1,035 tok/s at 64 concurrent, 150k-262k context. vLLM patches, requant pipeline, benchmarks.