My company had a really terrible experience trying to use Groq, and I would NOT recommend anyone use their service if you need reliability. So many random errors, so many silly quirks.
I am exactly the same, except I am really excited about this update! It’s not so much “in parallel” but being able to easily jump between threads. It allows me to dive into misc investigations in a side thread without derailing some main context where I’m doing the main editing.
M3 Ultra with 256 GB memory, using GPT-OSS 120b in ollama. It’s decently fast, but makes the system somewhat unstable. Have to reboot frequently otherwise the GPU seems to flake (eg visual artifacts / glitches in other programs).
This reminds me of Snake Galaxy. I'm so sad it's not available anymore, it was an adorable spherical snake game on early iPhone circa 2010 era. I really miss the little Paris planet.
My first hand experience with the deterioration of quality in MacOS: I bought a Mac Studio to run some traditional ML neural network type stuff with PyTorch. Unfortunately the GPU / MPS kept crashing (?!) and would require a full reboot of the computer to get working again. Without a reboot, PyTorch would not find a GPU / MPS device and random other apps would glitch. After finding nothing in logs and no information about how to debug anything related to MPS, I contacted Apple Support. Apple support was completely unhelpful and a very frustrating experience. It felt like they were laundering responsibility through the veneer of some engineer having glanced at whatever internal second hand report the support staff transcribed from me. The situation improved a bit after upgrading to Metal 4, but in the end I moved back to Tensorflow. It's very disappointing to spend $6k on a machine and the software doesn't work as expected.
Disagree. Do you mean that vehicles gets louder because people skip maintenance? Or more stress produces more honking? An opposite effect: more financial stress means less spending on aftermarket exhaust mods means quieter traffic. Also, financial stress means less driving means less noise. Overall, I doubt you're going to find much signal in the noise!