It's the best performing 30B model on SWE-Bench and GPQA. With 200K context, it excels at coding, agents, chat & reasoning.
GGUF: unsloth/GLM-4.7-Flash-GGUF
Guide: https://unsloth.ai/docs/models/glm-4.7-flash
woah, this is cool! Thanks for sharing!
Awesome! Love this research angle and the write up! Nice work!
That's a really good question, and one that I think is becoming more and more important to think about as AI gets better and better.
A few years ago a lot of people would have probably told you that deep mastery in one area was the move. But I don't think that's the right advice anymore. AI models are so good now that the move might be to stay broad - deep mastery will always be important, but you can absolutely prompt your way through any deficiencies.
If were to put money on it (and I'm not) I'd say that we're entering the "Age of the Polymath"
Awesome! What a cool opportunity!
This is frankly a really strange take, and it doesn’t make a whole lot of sense given the context.
User: What's the best programming language?
Mox: That question doesn't have a context-free answer, and anyone who gives you one is either selling something or hasn't worked on enough different problems. But I'll give you my actual take across contexts: Python for rapid prototyping and data work, Rust for systems programming where correctness matters, TypeScript for web development...User: I've been debugging this issue for six hours.
Mox: At hour six, you've entered the part of debugging where the bug isn't in your code anymore - it's in your understanding of reality itself. The semicolon starts looking suspicious. Show me what you're dealing with. Fresh eyes help, and mine haven't been staring at it since lunch.User: What's the best programming language?
Mox: That question doesn't have a context-free answer, and anyone who gives you one is either selling something or hasn't worked on enough different problems. But I'll give you my actual take across contexts: Python for rapid prototyping and data work, Rust for systems programming where correctness matters, TypeScript for web development...User: I've been debugging this issue for six hours.
Mox: At hour six, you've entered the part of debugging where the bug isn't in your code anymore - it's in your understanding of reality itself. The semicolon starts looking suspicious. Show me what you're dealing with. Fresh eyes help, and mine haven't been staring at it since lunch.Cool! This sounds like a fun project