I’m curious to know if these local AI setups are legitimately useful compared to cloud. I’ve struggled a lot to get something useful out of the hardware I have. I realize I’m somewhat limited (16GB RX 9070), but still, it seems really far off from the kind of experience even a basic $20/month subscription gets me. Any tips anyone might have are appreciated! I’d love to be local first and would be willing to buy hardw…
Apple caught off guard by AI demand for Mac Mini and Mac Studio
291–300 of 636 posts
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#292Most of those people will be dissapointed when they experience Q4 variants of those models getting stuck in loops. I would wait till the ram crisis is over to fetch a future 64gb ram gpu to run Q8 models. Cloud inference until than.
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#293I’m curious to know if these local AI setups are legitimately useful compared to cloud. I’ve struggled a lot to get something useful out of the hardware I have. I realize I’m somewhat limited (16GB RX 9070), but still, it seems really far off from the kind of experience even a basic $20/month subscription gets me. Any tips anyone might have are appreciated! I’d love to be local first and would be willing to buy hardw…
From what I’ve been seeing, the Mac studios do look like they have potential. I was looking to drop $10k-$15k on one until recently. After comparing a Radeon 7900 XTX vs Ryzen Halos 128GB vs M1 MacBook Pro 64Gb, I landed on just getting an external closure setup with Nvidia RTX 5090. The model I’m specifically targeting to use at high speeds is Qwen 3.8 27b @q4ks. This model actually proved to be good at coding (it s…
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#294I’m curious to know if these local AI setups are legitimately useful compared to cloud. I’ve struggled a lot to get something useful out of the hardware I have. I realize I’m somewhat limited (16GB RX 9070), but still, it seems really far off from the kind of experience even a basic $20/month subscription gets me. Any tips anyone might have are appreciated! I’d love to be local first and would be willing to buy hardw…
>I realize I’m somewhat limited (16GB RTX 9070), but still, it seems really far off from the kind of experience even a basic $20/month subscription gets me. I just ordered a new Mac Studio M5 Max 128GB $5899 ($6400 with tax) to be able to run the bigger "consumer size" models in the 70B parameter range (~96 GB). That said, I have no illusions that this expensive setup with a Qwen Flash coding LLM will be comparable t…
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#295Earlier quoted context omitted.
From what I’ve been seeing, the Mac studios do look like they have potential. I was looking to drop $10k-$15k on one until recently. After comparing a Radeon 7900 XTX vs Ryzen Halos 128GB vs M1 MacBook Pro 64Gb, I landed on just getting an external closure setup with Nvidia RTX 5090. The model I’m specifically targeting to use at high speeds is Qwen 3.8 27b @q4ks. This model actually proved to be good at coding (it s…
How are you actually using the local model? I've played with Qwen 3.8 27b on ollama and the coding harnesses (Claude Code and OpenCode) seem to fail way more often then using the cloud models. And by fail, I mean the edits don't apply cleanly, it goes to add python code, but doesn't indent it properly, or the edit doesn't apply and so it tries again and again and eventually wipes out a different function then it "int…
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#296Imagine if Apple truly went the route of local AI and every Mac came with a fully local, open weight Siri. They could put Anthropic and OpenAI out of business.
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#297Earlier quoted context omitted.
This kind of stuff is available off the shelf at any major cloud provider.
Guaranteed privacy is available off the shelf?
I know what I'm talking about here - trust me when I say that the difference between a "government" or "large corpo" account and "some dude" is literally a few flags to prevent resources being created in the wrong regions. It's nothing that a random customer can't do themselves.
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#298I always thought Apple was in a good position because unlike their peers they didn’t burn billions of dollars trying to build an AI model that has no financial moat around it.
I still think they’re in a good position in comparison to their tech peers and we will know even more when some of the new computers get into the hands of some of the tech reviewers.
I believe the new computer’s will be pretty good hardware wise what I’m interested in, is the Apple software support for connecting several Mac computers together, and some of the other (new?) software that Apple may have written in house to support those who want to run AI software locally that is just as important as the new hardware.
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#299Earlier quoted context omitted.
A simple example. I have an older M2 Mac mini that does the OCR and visual description of all my screenshots. Screenshots are stored on my NAS. I like to screenshot things as a quick way to remember. They are things that I would not be comfortable sending a cloud provider (customer data, prototype screenshots, bank dispute details). It runs Qwen3.5:9b and glm5.2-ocr with Ollama and uses about 10GB of RAM. It automati…
Would you mind writing that up in more detail and posting it somewhere? It sounds pretty interesting.
You can grab the code here: https://github.com/mcotton/listing
I run it in Docker on my laptop or Synology NAS. It uses the OpenAI/Ollama URL schema for processing.
Re: Apple caught off guard by AI demand for Mac Mini and Mac Studio
#300This is the distinguishing angle Apple can take with AI. Local inference solves so many of the privacy and inconsistency problems with these frontier subscriptions.