Submissions from vettedconsumer.com

		Which Mac for Local LLMs in 2026? A Buyer's Guide (vettedconsumer.com)
		2 points by speckx 4 days ago \| past \| discuss
		The Attention Rebuild: How 2026's Open Models Made 1M Context Fit on Machines (vettedconsumer.com)
		2 points by ermantrout 43 days ago \| past
		Speculative Decoding: The Free Speed Toggle Your Local LLM Is Probably Not Using (vettedconsumer.com)
		4 points by ermantrout 50 days ago \| past
		Kimi K3: The Largest Open Model Ever, and Why Almost No One Can Run It Locally (vettedconsumer.com)
		2 points by ermantrout 58 days ago \| past
		Unified Memory, Explained: Why Mini PCs Can Run 70B Models a Big GPU Can't (vettedconsumer.com)
		74 points by ermantrout 65 days ago \| past \| 58 comments
		Qwen-AgentWorld-35B-A3B: a local 'world model' you can run at home Open Models (vettedconsumer.com)
		2 points by ermantrout 78 days ago \| past
		Show HN: Local LLM Hardware Calculator (vettedconsumer.com)
		3 points by ermantrout 84 days ago \| past
		[flagged] GLM-5.2: The Most Powerful Open Model yet and the Brutal Reality of Running It (vettedconsumer.com)
		43 points by ermantrout 86 days ago \| past \| 28 comments
		Prompt processing vs. generation: two phases, opposite bottlenecks (vettedconsumer.com)
		2 points by ermantrout 87 days ago \| past
		Why long context eats your VRAM: the KV cache explained (vettedconsumer.com)
		3 points by ermantrout 3 months ago \| past
		Show HN: Quant Picker – which GGUF file fits your model and machine (vettedconsumer.com)
		20 points by ermantrout 3 months ago \| past
		Mixture-of-Experts (Moe), Explained: Why "Active Parameters" Decide What Runs (vettedconsumer.com)
		2 points by ermantrout 3 months ago \| past
		GGUF vs. GPTQ vs. AWQ: The Plain-English Guide to LLM Quantization (vettedconsumer.com)
		2 points by ermantrout 3 months ago \| past
		GGUF vs. GPTQ vs. AWQ: The Plain-English Guide to LLM Quantization (vettedconsumer.com)
		2 points by ermantrout 3 months ago \| past