Loops are terrible for generating code. That includes things like /goal.
The only time I’ve used loops was when I have say hundreds of rows of data that need to be processed and decisions and evaluations need to be made. Orchaestrator loop spawns multiple workers that call pi in RPC mode with a job specific skill & row data, orchestrator validates the structure of output.
GLM-5.2 can now be run locally!🔥
The 2-bit model retains ~82% accuracy after we shrunk it from 1.51TB to 238GB (-84% size).
Run on a 256GB Mac or RAM/VRAM setups.
GLM-5.2 is the strongest open model to date.
Guide: https://t.co/bI7FeeKHDd
GGUF: https://t.co/BMkxswdj5N
GLM 5.2 dynamic 1-bit GGUF one shot Flappy Bird with 0 syntax errors whilst being 86% smaller!
I was very surprised since normally 1-bit quants get syntax errors & you have to say "Fix bugs". UD 1-bit retained 76.2% top-1% accuracy whilst being 86% smaller vs BF16!
@riiiiiiiiss I want Opus 4.8 as an orchestrator because it is good at long context understanding with high thinking levels. I think GLM could be an excellent worker. GPT 5.5 as a validator
@badlogicgames@discord It's not because cursing, maybe it's because you have a long hair and Nirvana t-shirt. Move your discord channel to element matrix org
@MrSanders@badlogicgames@antirez Are you spending 16 hours a day in front of your screen, working and learning intensively on creative tasks? How long have you been living at that pace?
Some highlights from https://t.co/ZqgN6marW8 Writing a code is not the problem, reading your code it is. Something like that. Secondly, listen carefully about ffmpg open source developing on universities as well as ethical money.
@bcherny: The best person to write accounting software, I think even today, is not an engineer, it's a really good accountant because they know the domain really well and coding is the easy part. It is knowing the domain that's hard part. And I think this is obviously the future.