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Anthony
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aljzz
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pulzyn
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I just pushed Claude Code Agent Swarm with 20 coding agents on my desktop GPU workstation. With local AI, I don’t have /fast CC switch, but I have /absurdlyfast: - 100’499 tokens/second read, yeah 100k, not a typo | 811 tok/sec generation - KV cache: 707’200 tokens - Hardware: 5+ year old GPUs 4xA6K gen1; It’s not the car. It’s the driver. Qwen3 Coder Next AWQ with cache at BF16. Scores 82.1% in C# on 29-years-in-dev codebase vs Opus 4.5 at only 57.5%. When your codebase predates Stack Overflow, you don't need the biggest model; you need the one that actually remembers Windows 95. My current bottleneck is my 27" monitor. Can't fit all 20 Theos on screen without squinting.
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3 months ago
I run 20 AI coding agents locally on my desktop workstation at 400+ tokens/sec with MiniMax-M2. It’s a Sonnet drop-in replacement in my Cursor, Claude Code, Droid, Kilo and Cline peak at 11k tok/sec input and 433 tok/s output, can generate 1B+ tok/m.All with 196k context window. I'm running it for 6 days now with this config. Today max performance was stable at 490.2 tokens/sec across 48 concurrent clients and MiniMax M2. Z8 Fury G5, Xeon 3455, 4xA6K. Aibrix 0.5.0, vLLM 0.11.2,
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