i think the real gap isnt at the high end tho. theres a whole segment of people who just want to run a 7-8b model locally for personal use without dealing with cloud APIs or sending their data somewhere. you dont need 4 GPUs for that, a jetson or even a mini pc with decent RAM handles it fine. the $12k+ market feels like it's chasing a different customer than the one who actually cares about offline/private AI

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wmf 13 hours ago | parent [-]

just want to run a 7-8b model locally

This is already solved by running LM Studio on a normal computer.

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zozbot234 13 hours ago | parent [-]

Ollama or llama.cpp are also common alternatives. But a 8B model isn't going to have much real-world knowledge or be highly reliable for agentic workloads, so it makes sense that people will want more than that.

	▲	zach_vantio 11 hours ago \| parent [-]
		the compute density is insane. but giving a 70B model actual write access locally for agentic workloads is a massive liability. they still hallucinate too much. raw compute without strict state control is basically just a blast radius waiting to happen.