Tagged "consumer-hardware-inference"
3 articles tagged consumer-hardware-inference, 21 March 2026 to 17 May 2026. Newest first.
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A Lo-Fi Rebellion Against A.I
An examination of a growing movement questioning uncritical AI adoption, with implications for understanding local LLM use cases and the demand for alternative, human-controlled approaches to AI systems.
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Llama 4 Scout on MLX: The Complete Apple Silicon Guide (2026)
An updated guide for running Llama 4 Scout models on Apple Silicon using MLX, covering optimization techniques and practical deployment patterns for macOS-based local LLM inference.
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Multi-Token Prediction support coming to MLX-LM for Qwen 3.5
Early support for Multi-Token Prediction (MTP) is being integrated into MLX-LM, enabling Qwen 3.5 to generate multiple tokens per forward pass with reported performance gains from 15.3 to 23.3 tokens per second.