News for hackers. Stuff that matters.
Re:Punica: Serving multiple LoRA finetuned LLM as one by ruihangl on Wednesday November 08, 2023 @07:25PM (#38199260)
Great work! I am curious that how much effort it would take to support LoRAs with different ranks?
Re:Punica: Serving multiple LoRA finetuned LLM as one by zhye on Thursday November 09, 2023 @12:37AM (#38201569)
It will take some effort to implement operators but not too much (cutlass's group gemm already support different mnk's), however the performance benefit is marginal compared to padding all LoRA ranks to the same rank because all these kernels are not compute bound.