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In a Training Loop 🔄
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Jenis Hathaliya
developerJenis
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Jenis999
jenis-hathaliya
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AI & ML interests
Optical Character Recognition (OCR) Large Language Models (LLMs) Computer Vision Natural Language Processing Model Deployment and Optimization Speech Recognition and Text-to-Speech Multi-modal AI Real-time AI Applications
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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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We Got Claude to Build CUDA Kernels and teach open models!
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We Got Claude to Build CUDA Kernels and teach open models!
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