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Preset

diffusion_rs::preset

Enum Preset 

Source 
#[non_exhaustive]
pub enum Preset {

Show 41 variants    StableDiffusion1_4,
    StableDiffusion1_5,
    StableDiffusion2_1,
    StableDiffusion3Medium,
    StableDiffusion3_5Medium,
    StableDiffusion3_5Large,
    StableDiffusion3_5LargeTurbo,
    SDXLBase1_0,
    SDTurbo,
    SDXLTurbo1_0,
    Flux1Dev(Flux1Weight),
    Flux1Schnell(Flux1Weight),
    Flux1Mini(Flux1MiniWeight),
    JuggernautXL11,
    Chroma(ChromaWeight),
    NitroSDRealism(NitroSDRealismWeight),
    NitroSDVibrant(NitroSDVibrantWeight),
    DiffInstructStar(DiffInstructStarWeight),
    ChromaRadiance(ChromaRadianceWeight),
    SSD1B(SSD1BWeight),
    Flux2Dev(Flux2Weight),
    ZImageTurbo(ZImageTurboWeight),
    QwenImage(QwenImageWeight),
    OvisImage(OvisImageWeight),
    DreamShaperXL2_1Turbo,
    TwinFlowZImageTurboExp(TwinFlowZImageTurboExpWeight),
    SDXS512DreamShaper(SDXS512DreamShaperWeight),
    Flux2Klein4B(Flux2Klein4BWeight),
    Flux2KleinBase4B(Flux2KleinBase4BWeight),
    Flux2Klein9B(Flux2Klein9BWeight),
    Flux2KleinBase9B(Flux2KleinBase9BWeight),
    SegmindVega,
    Anima(AnimaWeight),
    Anima2(Anima2Weight),
    ErnieImage(ErnieImageWeight),
    ErnieImageTurbo(ErnieImageWeight),
    HiDreamO1ImageDev,
    HiDreamO1Image,
    LongCatImage(LongCatImageWeight),
    Lens,
    LensTurbo,

}
Expand description

Models ready to use

Variants (Non-exhaustive)§

This enum is marked as non-exhaustive
Non-exhaustive enums could have additional variants added in future. Therefore, when matching against variants of non-exhaustive enums, an extra wildcard arm must be added to account for any future variants.
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StableDiffusion1_4

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StableDiffusion1_5

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StableDiffusion2_1

https://huggingface.co/stabilityai/stable-diffusion-2-1 model. Vae-tiling enabled. 768x768.

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StableDiffusion3Medium

Requires access rights to https://huggingface.co/stabilityai/stable-diffusion-3-medium providing a token via crate::util::set_hf_token Vae-tiling enabled. 1024x1024. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. 30 steps.

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StableDiffusion3_5Medium

Requires access rights to https://huggingface.co/stabilityai/stable-diffusion-3.5-medium providing a token via crate::util::set_hf_token Vae-tiling enabled. 1024x1024. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 4.5. 40 steps.

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StableDiffusion3_5Large

Requires access rights to https://huggingface.co/stabilityai/stable-diffusion-3.5-large providing a token via crate::util::set_hf_token Vae-tiling enabled. 1024x1024. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 4.5. 28 steps.

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StableDiffusion3_5LargeTurbo

Requires access rights to https://huggingface.co/stabilityai/stable-diffusion-3.5-large-turbo providing a token via crate::util::set_hf_token Vae-tiling enabled. 1024x1024. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 0. 4 steps.

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SDXLBase1_0

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SDTurbo

cfg_scale 1. guidance 0. 4 steps

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SDXLTurbo1_0

cfg_scale 1. guidance 0. 4 steps

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Flux1Dev(Flux1Weight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.1-dev providing a token via crate::util::set_hf_token Vae-tiling enabled. 1024x1024. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. 28 steps.

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Flux1Schnell(Flux1Weight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.1-schnell providing a token via crate::util::set_hf_token Vae-tiling enabled. 1024x1024. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. 4 steps.

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Flux1Mini(Flux1MiniWeight)

A 3.2B param rectified flow transformer distilled from FLUX.1-dev https://huggingface.co/TencentARC/flux-mini https://huggingface.co/HyperX-Sentience/Flux-Mini-GGUF Vae-tiling enabled. 512x512. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 1. 20 steps.

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JuggernautXL11

Requires access rights to https://huggingface.co/RunDiffusion/Juggernaut-XI-v11 providing a token via crate::util::set_hf_token Vae-tiling enabled. 1024x1024. Enabled crate::api::SampleMethod::DPM2_SAMPLE_METHOD. guidance 6. 20 steps

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Chroma(ChromaWeight)

Chroma is an 8.9B parameter model based on FLUX.1-schnell Requires access rights to https://huggingface.co/black-forest-labs/FLUX.1-dev providing a token via crate::util::set_hf_token Vae-tiling enabled. 512x512. Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 4. 20 steps

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NitroSDRealism(NitroSDRealismWeight)

sgm_uniform scheduler. cfg_scale 1. timestep_shift 250. 1 steps. 1024x1024

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NitroSDVibrant(NitroSDVibrantWeight)

sgm_uniform scheduler. cfg_scale 1. timestep_shift 500. 1 steps. 1024x1024

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DiffInstructStar(DiffInstructStarWeight)

sgm_uniform scheduler. cfg_scale 1. timestep_shift 400. 1 steps. 1024x1024

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ChromaRadiance(ChromaRadianceWeight)

Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 4.0. 20 steps.

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SSD1B(SSD1BWeight)

cfg_scale 9.0. 20 steps. 1024x1024

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Flux2Dev(Flux2Weight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.2-dev providing a token via crate::util::set_hf_token Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 1.0. Flash attention enabled. Offload params to CPU enabled. 20 steps. 512x512. Vae-tiling enabled.

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ZImageTurbo(ZImageTurboWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.1-schnell providing a token via crate::util::set_hf_token cfg_scale 1.0. 9 steps. Flash attention enabled. 1024x412. Vae-tiling enabled.

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QwenImage(QwenImageWeight)

Enabled crate::api::SampleMethod::EULER_SAMPLE_METHOD. cfg_scale 2.5. flow_shift 3.0. Flash attention enabled. Offload params to CPU enabled. 20 steps. 1024x1024. Vae-tiling enabled.

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OvisImage(OvisImageWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.1-schnel providing a token via crate::util::set_hf_token cfg_scale 5.0. Flash attention enabled. Offload params to CPU enabled. 20 steps. Vae-tiling enabled. 512x512.

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DreamShaperXL2_1Turbo

lykon/dreamshaper-xl-v2-turbo is a Stable Diffusion model that has been fine-tuned on stabilityai/stable-diffusion-xl-base-1.0. guidance_scale 2.0. 6 steps. 1024x1024. Vae-tiling enabled. Enabled crate::api::SampleMethod::DPM2_SAMPLE_METHOD

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TwinFlowZImageTurboExp(TwinFlowZImageTurboExpWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.1-schnell providing a token via crate::util::set_hf_token Enabled crate::api::SampleMethod::DPM2_SAMPLE_METHOD and crate::api::Scheduler::SMOOTHSTEP_SCHEDULER. cfg_scale 1.0. 3 steps. Flash attention enabled. 1024x512. Vae-tiling enabled.

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SDXS512DreamShaper(SDXS512DreamShaperWeight)

cfg_scale 1.0. 1 steps. 512x512

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Flux2Klein4B(Flux2Klein4BWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.2-dev providing a token via crate::util::set_hf_token cfg scale 1.0. 4 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled

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Flux2KleinBase4B(Flux2KleinBase4BWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.2-dev providing a token via crate::util::set_hf_token cfg scale 4.0. 20 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled

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Flux2Klein9B(Flux2Klein9BWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.2-dev providing a token via crate::util::set_hf_token cfg scale 1.0. 4 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled

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Flux2KleinBase9B(Flux2KleinBase9BWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.2-dev providing a token via crate::util::set_hf_token cfg scale 4.0. 20 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled

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SegmindVega

guidance_scale 9. 25 steps. 1024x1024

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Anima(AnimaWeight)

cfg_scale 4.0. 30 steps 1024x1024. Vae tiling enabled

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Anima2(Anima2Weight)

cfg_scale 4.0. 30 steps 1024x1024. Vae tiling enabled

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ErnieImage(ErnieImageWeight)

cfg_scale 5.0. 20 steps 1024x1024. Vae tiling enabled. Flash attention enabled.

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ErnieImageTurbo(ErnieImageWeight)

cfg_scale 1.0. 8 steps 1024x1024. Vae tiling enabled. Flash attention enabled.

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HiDreamO1ImageDev

cfg_scale 1.0. 20 steps 1024x1024.

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HiDreamO1Image

cfg_scale 1.0. 20 steps 1024x1024.

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LongCatImage(LongCatImageWeight)

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.1-dev providing a token via crate::util::set_hf_token cfg_scale 5.0. Enable crate::api::SampleMethod::EULER_SAMPLE_METHOD and Diffusion Flash attention. flow_shift 3.0. 512 x 512. 20 steps

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Lens

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.2-dev providing a token via crate::util::set_hf_token cfg_scale 5.0. Enable Model Diffusion Flash attention. 512x512

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LensTurbo

Requires access rights to https://huggingface.co/black-forest-labs/FLUX.2-dev providing a token via crate::util::set_hf_token cfg_scale 1.0. Enable Model Diffusion Flash attention. 512x512. 4 steps

Trait Implementations§

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impl Clone for Preset

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fn clone(&self) -> Preset

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Copy for Preset

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impl Debug for Preset

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<'_enum> From<&'_enum Preset> for PresetDiscriminants

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fn from(val: &'_enum Preset) -> PresetDiscriminants

Converts to this type from the input type.
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impl From<Preset> for PresetDiscriminants

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fn from(val: Preset) -> PresetDiscriminants

Converts to this type from the input type.
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impl IntoDiscriminant for Preset

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type Discriminant = PresetDiscriminants

Enum listing the same variants as this enum but without any data fields
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fn discriminant(&self) -> Self::Discriminant

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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Mutably dereferences the given pointer. Read more
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Drops the object pointed to by the given pointer. Read more
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impl<T> Read<Exclusive, BecauseExclusive> for T
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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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Uses borrowed data to replace owned data, usually by cloning. Read more
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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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fn vzip(self) -> V