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Comments (9)

AltayYuzeir avatar AltayYuzeir commented on August 15, 2024 7

Maybe the image processing can be done by LLaVA v1.5, but the code generation can be passed on DeepSeek Coder?

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abi avatar abi commented on August 15, 2024 5

Yes! definitely would like to support LLaVa. Don't think it's going to be as good but worth supporting. Related: #15

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bluusun avatar bluusun commented on August 15, 2024 3

Will this work? https://github.com/vikhyat/moondream

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abi avatar abi commented on August 15, 2024 2

LLava, CogVLM are worth experimenting with.

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theoparis avatar theoparis commented on August 15, 2024 2

I decided to merge #62 locally and I tried self-hosting the backend/frontend along with llava and python3 -m llama_cpp.server --model ./2ab9be51b7dc737136b38093316a4d3577d1fb96281f1589adac7841f5b81c43 --clip_model_path ./mmproj.gguf --chat_format llava-1-5 --n_gpu_layers 35. I specified the openai base url as http://localhost:8000/v1 and it seems to work 🚀

The issues I encountered were

  1. I'll have to experiment more but the end result obviously isn't as good as OpenAI/GPT 3/4.
  2. I need a gpu with more VRAM to be able to run larger versions of LLava - 13gb is needed for the larger model and I only have 8gb vram.

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Kishlay-notabot avatar Kishlay-notabot commented on August 15, 2024

if we use open source models, it would be a very "satisfying" feeling that the whole project is independent, and does not have a financial roadblock [to an extent] so yes, what kind of models would be suitable for this?

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abi avatar abi commented on August 15, 2024

nice! can you share some results? screenshot and clone pairs.

also, you could try running llava 13gb with open router: https://openrouter.ai/models/haotian-liu/llava-13b?tab=stats

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abi avatar abi commented on August 15, 2024

Also worth trying: https://twitter.com/Teknium1/status/1731369031918293173

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ccly1996 avatar ccly1996 commented on August 15, 2024

we test the effect of cogvlm2 is perfect

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