Skip to content

Difference between FlowMatchEulerDiscreteScheduler and UniPCMultistepScheduler, and compatibility for LoRA fine-tuned weights #407

@archernsy

Description

@archernsy

Hello! I have some questions regarding the differences between FlowMatchEulerDiscreteScheduler and UniPCMultistepScheduler:

(1)What are the key technical differences between these two schedulers?

(2)I used finetrainers to perform LoRA fine-tuning on Wan2.1 T2V 1.3B diffusers, which defaults to FlowMatchEulerDiscreteScheduler. However, my inference pipeline currently uses UniPCMultistepScheduler.

(3)Will using UniPCMultistepScheduler for inference with weights fine-tuned using FlowMatchEulerDiscreteScheduler affect the generation quality?

Thank you!

​​Additional context​​:

Model: Wan2.1 T2V 1.3B diffusers
Fine-tuning method: LoRA via finetrainers
Current setup: Fine-tuned with FlowMatchEulerDiscreteScheduler → Inference with UniPCMultistepScheduler

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions