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Up to 4× faster LLM decoding on Apple Silicon, lossless. Native MLX port of DeepSeek's DSpark & z-lab's DFlash speculative decoding — Gemma-4, Qwen3.8, Muse-Glimmer, Nemotron, LFM2.5, Ornith-1.0, ternary Bonsai-27B.
Qwen3.8-27B on one laptop CPU: up to 2.52 token/s, 8 GB tested, with no accuracy loss from runtime speedups. Resident OpenAI-compatible local API; native C, no GPU or Python. | 单颗笔记本 CPU 运行 Qwen3.8-27B:最快 2.52 token/s,最低 8 GB 内存可运行;推理加速不牺牲准确性。支持模型常驻的本地 OpenAI 兼容接口;原生 C 语言,无需 GPU 或 Python。
Native macOS control center and local AI agent gateway for Qwen3.8 on Apple Silicon — MLX, DFlash2, OpenAI Responses, Anthropic Messages, Claude Code, Codex, OpenCode and Grok Build.
Qwen 3.8 is LIVE NOW! Can It Survive 3 Brutal Tests? (Qwen 3.8 Max Benchmarks) - Technical guide, 2.4T parameter specifications, token pricing, and Canvas execution test prompts.
Run Qwen3.8-27B locally in Claude Code Desktop with vision, tools, native reasoning and Claude Code CLI support. Validated on an NVIDIA RTX 5090 32 GB.
Your autonomous AI agent on Alibaba's 2.4T Qwen3.8 Max — runs tasks for days, free on your PC, ~30% cheaper API. Research, office, planning & more. Win/Mac.