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Hi @kchro3, thanks for reaching out! It needs Conv2D implementation on Metal. I'm currently implementing LLaVA with llama.cpp and clip.cpp combined (initial release in a few days). The CLIP part will run on CPU in the first place, but then I'll implement Conv2D on Metal to support end-to-end Metal inference for multimodal models.
WIP PR for the initial release of large multimodal model inference is in another repo. Metal implementation of Conv2D will require another pr to the main GGML repo after this PR is merged and released.
I'm building some Swift apps using llama.cpp, and I'd love to try getting clip.cpp running on my app too.
I'm curious if you're going to support running clip.cpp on Metal like llama.cpp?
welcome to my project, support all openai clip and ofa-sys chinese clip model,at the same time support metal gpu
and f16,q8_0 quantization https://github.com/yysu-888/clip.cpp
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monatis commentedon Oct 1, 2023
Hi @kchro3, thanks for reaching out! It needs Conv2D implementation on Metal. I'm currently implementing LLaVA with llama.cpp and clip.cpp combined (initial release in a few days). The CLIP part will run on CPU in the first place, but then I'll implement Conv2D on Metal to support end-to-end Metal inference for multimodal models.
kchro3 commentedon Oct 1, 2023
wow, that's awesome. i'm looking forward to the release!
kchro3 commentedon Oct 1, 2023
where can i follow your progress btw? will it be in this repo or are you going to make a new one
monatis commentedon Oct 1, 2023
WIP PR for the initial release of large multimodal model inference is in another repo. Metal implementation of Conv2D will require another pr to the main GGML repo after this PR is merged and released.
kchro3 commentedon Oct 10, 2023
awesome work, @monatis ! cheering you on
yysu-888 commentedon Sep 25, 2024