Earlier quoted context omitted.
GLM 5.2 is a great model, but if you only want to use the best model available, it isn't there yet. Every lab releases models that memorize benchmark answers, both intentionally and unintentionally. But we consistently find that models from Chinese labs have a wider gap between public benchmarks and our evaluations, which we designed to be less vulnerable to benchmaxxing. In multi-agent coding environments, GLM 5.2 i…
> but if you only want to use the best model available, it isn't there yet I'm trying to wrap my head around exactly why so may people seem to want the best model available when it has recently become clear that most halfway decent models can write damn good code for a fraction of the price. And the frontier models get nerfed constantly so you with open weight you can get something slightly less performant but way mo…
GLM 5.2 beats Claude in our benchmarks
441–450 of 559 posts
Re: GLM 5.2 beats Claude in our benchmarks
#442Apparently GLM 5.2 is 753B parameters [1], what kind of hardware are people using to run this locally? [1] https://huggingface.co/zai-org/GLM-5.2
8 X RTX6000. It will run you around 80-100k to get started with a model at this size with decent tps.. Don't worry though, open source evangelists will tell you that these will be running on your phone in the next 3 years. For $100k you could run this model 24/7 through open router with 10 concurrent sessions at 50tps for a decade and have money left over for a vacation. There's no point in investing this type of mon…
Re: GLM 5.2 beats Claude in our benchmarks
#443What does that mean for the frontier?
https://lifeinthesingularity.com/p/glm-52-proves-ai-comes-fo...
Re: GLM 5.2 beats Claude in our benchmarks
#444Apparently GLM 5.2 is 753B parameters [1], what kind of hardware are people using to run this locally? [1] https://huggingface.co/zai-org/GLM-5.2
follow antirez - https://x.com/antirez/status/2071173841175363905?s=20
Re: GLM 5.2 beats Claude in our benchmarks
#445Earlier quoted context omitted.
x40hrs/week * 50 weeks = $180k Congrats, now you’re paying an engineer’s salary to make your engineer at best 20% more productive. Better to hire another engineer, or two jrs, and build up your in house talent.
except this is way more than an engineering salary. At least in Europe.
Re: GLM 5.2 beats Claude in our benchmarks
#446Earlier quoted context omitted.
You can run the NV4FP quant with 8x RTX6000 cards at 50-75 tps output, but not (practically speaking) the OEM FP8 version. You will learn more about PCIe than you ever wanted to know. The real gangstas are running 16x RTX6000s. Too rich for my blood, and the NV4FP quant doesn't seem to be that much worse.
Anyone done any benchmarks on the NV4FP quant? Seriously considering pitching an 8 x RTX 6000 Pro box at work to run GLM-5.2 in an air gapped environment.
Re: GLM 5.2 beats Claude in our benchmarks
#447It’s hard to argue against the open weight models if your only concern is coding. Which, for many of us hackers here in this forum, it is. But I would like to point out that the overwhelming majority of people using LLMs aren’t programmers, don’t care about coding, and couldn’t even be bothered to “vibe code”. So we should consider the bias of the output of these open weight models, and what that looks like, outside…
There is no money made from these people though .. people who are using ChatGPT to plan for their next week-end or their next vacation aren't paying a $100 or $200 monthly subscription. As for non coder office workers (accountants, PMs, etc.), they use Microsoft or Google products which all integrate AI to some extent within their products - with RAG for Sharepoint to some basic AIs to generate text or automate work…
I wouldn’t call that “no money”
Re: GLM 5.2 beats Claude in our benchmarks
#448I have taken another look on these open models after the fiasco of Fable and GPT 5.6 this weekend and... GLM-5.2 truly is a good workhorse model for daily programming. I consider myself a heavy user of LLMs and a seasoned developer. A typical session for me with GPT is usually over a hundred dollars... This weekend I programmed a matrix bot with encryption and a Rust agent with some tools. Because I need one and Open…
Did you program or did you gave the order to an agent to program?
Re: GLM 5.2 beats Claude in our benchmarks
#449Earlier quoted context omitted.
> but if you only want to use the best model available, it isn't there yet I'm trying to wrap my head around exactly why so may people seem to want the best model available when it has recently become clear that most halfway decent models can write damn good code for a fraction of the price. And the frontier models get nerfed constantly so you with open weight you can get something slightly less performant but way mo…
I think people are grouping into two flows. One group is trying to get the LLM to basically one shot everything and not properly reviewing the output. Others are using the LLM to assist their human intelligence in a tight loop. If you’re doing the former you really do need the best model available because that’s still right on the edge of what LLMs can do at best, and at worst you’re just shipping pure unmaintainable…
I generally started by reviewing but after a while (maximum in hours), I just can't keep up and resort to LLMs as sole reviewers.