zlacker

>>fugu2+(OP)
> Reduce your expectations about speed and performance!

Wildly understating this part.

Even the best local models (ones you run on beefy 128GB+ RAM machines) get nowhere close to the sheer intelligence of Claude/Gemini/Codex. At worst these models will move you backwards and just increase the amount of work Claude has to do when your limits reset.

>>paxys+c7c
Correct, a rack full of datacenter equipment is not going to compete with anything that fits on your desk or lap. Well spotted.

But as a counterpoint: there are whole communities of people in this space who get significant value from models they run locally. I am one of them.

>>bityar+upc
Would you mind sharing your hardware setup and use case(s)?

>>Gravey+Lqc
The brand new Qwen3-Coder-Next runs at 300Tok/s PP and 40Tok/s on M1 64GB with 4-bit MLX quant. Together with Qwen Code (fork of Gemini) it is actually pretty capable.

Before that I used Qwen3-30B which is good enough for some quick javascript or Python, like 'add a new endpoint /api/foobar which does foobaz'. Also very decent for a quick summary of code.

It is 530Tok/s PP and 50Tok/s TG. If you have it spit out lots of the code that is just copy of the input, then it does 200Tok/s, i.e. 'add a new endpoint /api/foobar which does foobaz and return the whole file'