It was multiple models, mainly 32-70B

Yeah, but there are many open issues on GitHub related to these settings not working right. I’m using the API, and just couldn’t get it to work. I used a request to generate a json file, and it never generated one longer than about 500 lines. With the same model on vllm, it worked instantly and generated about 2000 lines

Take a look at NVIDIA Project Digits. It’s supposed to release in May for 3k usd and will be kind of the only sensible way to host LLMs then:

https://www.nvidia.com/en-us/project-digits/