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[Feature request] make model combination possible (long shot!) #1400

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skidd-level-100 opened this issue May 11, 2023 · 3 comments
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@skidd-level-100
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I would love to see a model combination tool! it would be awesome! we have loras which is awesome, but full fledged combining would be even better!

@SlyEcho
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SlyEcho commented May 12, 2023

How does model combination work?

Do you have some paper to link to so I could understand?

@FNsi
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FNsi commented May 13, 2023

How does model combination work?

Do you have some paper to link to so I could understand?

I think he means merge multi lora weights to the llama? For example merge both wizard-vicuña and starcode in the same time.

i do find it may work but take some time.
First convert_llama_weights_to_hf
Second merge hf with lora to pth
Third convert-pth-to-ggml.py

it's sad if you want to convert 30B, need 100G+ ram.

So there's only one way... copy the merged weights from llama.cpp runtime😂

@skidd-level-100 skidd-level-100 changed the title [enhancement] make model combination possible (long shot!) [Feature request] make model combination possible (long shot!) May 14, 2023
@github-actions github-actions bot added the stale label Mar 25, 2024
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github-actions bot commented Apr 9, 2024

This issue was closed because it has been inactive for 14 days since being marked as stale.

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