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Specialized Computing
The Economics and Architecture of Small Language Model Training: A 2026 Strategy Guide for Lean Engineering Teams
Small Language Models (SLMs) from 1B to 14B parameters are redefining enterprise AI economics. This strategy guide maps the architectural enablers, parameter-efficient fine-tuning matrices (LoRA, QLoRA, DoRA, PiSSA), subspace representation interventions (LoReFT), and value-free alignment (GRPO) required to deploy custom state-of-the-art models on a lean budget.
2026-05-20
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