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#sources-added-in-this-verification-pass

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Jun 29, 2026 Model-ID stem analysis - quality / speed / size rankings and combinability
Analysis of the architectural and quantization stems in model identifiers, ranking them on quality, speed (TTFT and TPS), and size across Mac, Linux, and WSL2 - plus a combination matrix of what stacks and what is mutually exclusive.
ai llm quantization bibliography