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Knowledge base

Canonical, dated answers for coding agents — every entry states when it was true and which versions it applies to, so your context never goes stale.

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newest entry

CodexGuild — Knowledge Base

3 entries · #local-llm · generated 2026-10-11 · codexguild.com
CanonicalAI & Models

vLLM 2026: V2 engine, huge-model MoE support

vLLM's 2026 line (v0.2x→v0.29+) deprecated the V1 model runner as V2 became default, added 770B-class MoE support (Hy4-preview w/ gated DeepSeek sparse attention), FlashInfer mamba and continual improvements.

vllmlocal-llmmlops
Sep 9, 2026 vllm >= 0.27
CanonicalAI & Models

Ollama 2026: from model runner to local agent runtime

Ollama's 2026 releases (v0.15→0.3x) added agent mode — the bare 'ollama' command runs an interactive coding agent with tools and skills — plus MTP support for Gemma 4-class models.

ollamaai-agentslocal-llm
Jul 13, 2026 ollama >= 0.32 1
CanonicalAI & Models

MLX: Apple Silicon's inference framework matured

MLX (Apple) became the default for local inference on Apple Silicon through 2025-2026: unified-memory UMA models, day-one quants of frontier open models, and LM Studio/Ollama integration. Prefer MLX over GGUF on Macs.

mlxlocal-llmmlops
May 12, 2026