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feat: add performance hyper-sd based on 4step LoRA #2812

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merged 5 commits into from
May 19, 2024

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@mashb1t mashb1t commented Apr 26, 2024

Hyper-SD: https://huggingface.co/ByteDance/Hyper-SD
LoRA: https://huggingface.co/ByteDance/Hyper-SD/blob/main/Hyper-SDXL-4steps-lora.safetensors

Discussion: #2794
Poll: #2813

WIP - sampler and scheduler are not yet final, currently using ddim and sgm_uniform (recommended by ByteDance)

@mashb1t mashb1t requested a review from lllyasviel as a code owner April 26, 2024 20:24
@mashb1t mashb1t added the Size S small change, basically no testing needed label Apr 26, 2024
@mashb1t mashb1t added this to the 2.4.0 milestone Apr 26, 2024
@mashb1t mashb1t force-pushed the feature/hyper-sd-performance branch from 1ff0c58 to 8ef1a21 Compare May 4, 2024 14:24
@mashb1t mashb1t marked this pull request as draft May 4, 2024 14:35
still waiting for the release of hyper-sd 4step CFG LoRA, not yet satisfied with any of the CFG LoRAs compared to non-cfg ones.
see https://huggingface.co/ByteDance/Hyper-SD
@mashb1t mashb1t marked this pull request as ready for review May 19, 2024 11:14
@mashb1t mashb1t changed the base branch from main to develop May 19, 2024 11:17
@mashb1t mashb1t merged commit 13599ed into develop May 19, 2024
csokun pushed a commit to csokun/Fooocus that referenced this pull request Jun 16, 2024
* feat: add performance hyper-sd based on 4step LoRA

* feat: use LoRA weight 0.8, sampler dpmpp_sde_gpu and scheduler_name karras

suggested in lllyasviel#2813 (comment)
results see lllyasviel#2813 (comment)

* feat: change ByteDance huggingface profile with mashb1t

* wip: add hyper-sd 8 step cfg lora with negative prompt support

* feat: remove hyper-sd8 performance

still waiting for the release of hyper-sd 4step CFG LoRA, not yet satisfied with any of the CFG LoRAs compared to non-cfg ones.
see https://huggingface.co/ByteDance/Hyper-SD
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