Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
best mini PC for local use
#1
Maybe I'm missing something obvious.

My current setup is LM Studio with M3 Max, and I keep running into small local stacks.

Not looking for the perfect answer, mostly what worked in real use.

For context, I'm not chasing leaderboard numbers. I mostly want the system to feel consistent day to day.
Reply
#2
Tried to reproduce it just now. On 5090 with llama.cpp, I saw basically the same behavior. I expected the model choice to matter more than it did.
Reply
#3
My first guess would be this: Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at speculative decoding. Not glamorous advice, but repeatable baselines save a lot of time.

There are a few different conversations hiding inside this thread, so being explicit about the goal helps.
Reply
#4
Good point. That matches what I saw on mini PC. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.
team red, team patient
Reply
#5
Quote:Good point. That matches what I saw on mini PC. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look

Tried to reproduce it just now. I couldn't reproduce the slowdown until I pushed context much higher. I expected the model choice to matter more than it did.
Reply
#6
I'd approach it in a boring order. Before rebuilding anything, I'd test one clean baseline with Phi and compare from there. Once you know the plain path works, then add the faster path back in piece by piece.
Reply
#7
Interesting, I hadn't tried that. The pattern around tool calling has been pretty similar for me. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.
team red, team patient
Reply
#8
Quote:Interesting, I hadn't tried that. The pattern around tool calling has been pretty similar for me. I got better results once I stopped chasing one metr

What exact setup are you running? Are you testing this on 7900 XTX or something else?
rack in the garage • local models everywhere
Reply
#9
Quote:[quote]Interesting, I hadn't tried that. The pattern around tool calling has been pretty similar for me. I got better results once I stopped chasing o

A couple things I'd check first. Before rebuilding anything, I'd test one clean baseline with Gemma and compare from there. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it.

I'm happy to test one more variant if you want a second data point.
Reply
#10
Quote:[quote][quote]Interesting, I hadn't tried that. The pattern around tool calling has been pretty similar for me. I got better results once I stopped ch

Good point. I don't think your conclusion is far off. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.
Reply


Forum Jump:


Users browsing this thread: 1 Guest(s)