Oof - not on my 12gb 3060 it doesn’t :/ Even at 48k context and the Q4_K quantization, it’s ollama its doing a lot of offloading to the cpu.
What kind of hardware are you running it on?
But it should be fine on a 3060, with zero offloading.
Dump ollama for long context. Grab a 5-6bpw exl2 quantization and load it with Q4 or Q6 cache depending on how much context you want. I personally use EXUI, but text-gen-webui and tabbyapi (with some other frontend) will also load them.
I am looking into doing it on the 12B for myself, not so much for RP but novel style prose.
I am thinking literature + a fanfic dump as a dataset?
Ah, that’s a wonderful use case. One of my favourite models has a storytelling lora applied to it, maybe that would be useful to you too?
At any rate, if you’d end up publishing your model, I’d love to hear about it.
[Oh, my friend, you have to switch to this: https://huggingface.co/BeaverAI/mistral-doryV2-12b
It’s so much smarter than llama 13B. And it goes all the way out to 128K!
Oof - not on my 12gb 3060 it doesn’t :/ Even at 48k context and the Q4_K quantization, it’s ollama its doing a lot of offloading to the cpu. What kind of hardware are you running it on?
A 3090.
But it should be fine on a 3060, with zero offloading.
Dump ollama for long context. Grab a 5-6bpw exl2 quantization and load it with Q4 or Q6 cache depending on how much context you want. I personally use EXUI, but text-gen-webui and tabbyapi (with some other frontend) will also load them.