pythonvllmafter-worktutorial
vLLM tutorial for beginners after work: serve one small model
vLLM for beginners after work: mental model for serving one small instruct model locally. Educational only. Not investment advice.
Academy notes
Articles and updates from SoloQuant Academy.
Tag: vllm
vLLM for beginners after work: mental model for serving one small instruct model locally. Educational only. Not investment advice.
vLLM 0.29.0 (~9 Sep 2026): Model Runner V2 default for all models—CUDA graph memory profiling, batch-sharded sampling (logits mem ~1/TP). MRV1 remains for some ROCm/unsupported features. Deprecated architectures removed; prefer vllm serve. Not transformers-5-17 Hub. Not investment advice.