diffusion_rs::api

Struct ConfigBuilder

Source
pub struct ConfigBuilder { /* private fields */ }
Expand description

Builder for Config.

Implementations§

Source§

impl ConfigBuilder

Source

pub fn model<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Path to full model

Source

pub fn diffusion_model<VALUE: Into<CLibPath>>( &mut self, value: VALUE, ) -> &mut Self

Path to the standalone diffusion model

Source

pub fn clip_l<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

path to the clip-l text encoder

Source

pub fn clip_g<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

path to the clip-g text encoder

Source

pub fn t5xxl<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Path to the t5xxl text encoder

Source

pub fn vae<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Path to vae

Source

pub fn taesd<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Path to taesd. Using Tiny AutoEncoder for fast decoding (low quality)

Source

pub fn control_net<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Path to control net model

Source

pub fn embeddings<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Path to embeddings

Source

pub fn stacked_id_embd<VALUE: Into<CLibPath>>( &mut self, value: VALUE, ) -> &mut Self

Path to PHOTOMAKER stacked id embeddings

Source

pub fn input_id_images<VALUE: Into<CLibPath>>( &mut self, value: VALUE, ) -> &mut Self

Path to PHOTOMAKER input id images dir

Source

pub fn normalize_input<VALUE: Into<bool>>(&mut self, value: VALUE) -> &mut Self

Normalize PHOTOMAKER input id images

Source

pub fn upscale_model<VALUE: Into<CLibPath>>( &mut self, value: VALUE, ) -> &mut Self

Path to esrgan model. Upscale images after generate, just RealESRGAN_x4plus_anime_6B supported by now

Source

pub fn upscale_repeats<VALUE: Into<i32>>(&mut self, value: VALUE) -> &mut Self

Run the ESRGAN upscaler this many times (default 1)

Source

pub fn weight_type<VALUE: Into<WeightType>>( &mut self, value: VALUE, ) -> &mut Self

Weight type. If not specified, the default is the type of the weight file

Source

pub fn lora_model<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Lora model directory

Source

pub fn init_img<VALUE: Into<CLibPath>>(&mut self, value: VALUE) -> &mut Self

Path to the input image, required by img2img

Source

pub fn control_image<VALUE: Into<CLibPath>>( &mut self, value: VALUE, ) -> &mut Self

Path to image condition, control net

Source

pub fn output<VALUE: Into<PathBuf>>(&mut self, value: VALUE) -> &mut Self

Path to write result image to (default: ./output.png)

Source

pub fn prompt<VALUE: Into<CLibString>>(&mut self, value: VALUE) -> &mut Self

The prompt to render

Source

pub fn negative_prompt<VALUE: Into<CLibString>>( &mut self, value: VALUE, ) -> &mut Self

The negative prompt (default: “”)

Source

pub fn cfg_scale<VALUE: Into<f32>>(&mut self, value: VALUE) -> &mut Self

Unconditional guidance scale (default: 7.0)

Source

pub fn guidance<VALUE: Into<f32>>(&mut self, value: VALUE) -> &mut Self

Guidance (default: 3.5)

Source

pub fn strength<VALUE: Into<f32>>(&mut self, value: VALUE) -> &mut Self

Strength for noising/unnoising (default: 0.75)

Source

pub fn style_ratio<VALUE: Into<f32>>(&mut self, value: VALUE) -> &mut Self

Strength for keeping input identity (default: 20%)

Source

pub fn control_strength<VALUE: Into<f32>>(&mut self, value: VALUE) -> &mut Self

Strength to apply Control Net (default: 0.9) 1.0 corresponds to full destruction of information in init

Source

pub fn height<VALUE: Into<i32>>(&mut self, value: VALUE) -> &mut Self

Image height, in pixel space (default: 512)

Source

pub fn width<VALUE: Into<i32>>(&mut self, value: VALUE) -> &mut Self

Image width, in pixel space (default: 512)

Source

pub fn sampling_method<VALUE: Into<SampleMethod>>( &mut self, value: VALUE, ) -> &mut Self

Sampling-method (default: EULER_A)

Source

pub fn steps<VALUE: Into<i32>>(&mut self, value: VALUE) -> &mut Self

Number of sample steps (default: 20)

Source

pub fn rng<VALUE: Into<RngFunction>>(&mut self, value: VALUE) -> &mut Self

RNG (default: CUDA)

Source

pub fn seed<VALUE: Into<i64>>(&mut self, value: VALUE) -> &mut Self

RNG seed (default: 42, use random seed for < 0)

Source

pub fn batch_count<VALUE: Into<i32>>(&mut self, value: VALUE) -> &mut Self

Number of images to generate (default: 1)

Source

pub fn schedule<VALUE: Into<Schedule>>(&mut self, value: VALUE) -> &mut Self

Denoiser sigma schedule (default: DEFAULT)

Source

pub fn clip_skip<VALUE: Into<ClipSkip>>(&mut self, value: VALUE) -> &mut Self

ignore last layers of CLIP network; 1 ignores none, 2 ignores one layer (default: -1) <= 0 represents unspecified, will be 1 for SD1.x, 2 for SD2.x

Source

pub fn vae_tiling<VALUE: Into<bool>>(&mut self, value: VALUE) -> &mut Self

Process vae in tiles to reduce memory usage (default: false)

Source

pub fn vae_on_cpu<VALUE: Into<bool>>(&mut self, value: VALUE) -> &mut Self

Keep vae in cpu (for low vram) (default: false)

Source

pub fn clip_on_cpu<VALUE: Into<bool>>(&mut self, value: VALUE) -> &mut Self

keep clip in cpu (for low vram) (default: false)

Source

pub fn control_net_cpu<VALUE: Into<bool>>(&mut self, value: VALUE) -> &mut Self

Keep controlnet in cpu (for low vram) (default: false)

Source

pub fn canny<VALUE: Into<bool>>(&mut self, value: VALUE) -> &mut Self

Apply canny preprocessor (edge detection) (default: false)

Source

pub fn build(&self) -> Result<Config, ConfigBuilderError>

Builds a new Config.

§Errors

If a required field has not been initialized.

Source§

impl ConfigBuilder

Source

pub fn n_threads(&mut self, value: i32) -> &mut Self

Trait Implementations§

Source§

impl Clone for ConfigBuilder

Source§

fn clone(&self) -> ConfigBuilder

Returns a copy of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
Source§

impl Default for ConfigBuilder

Source§

fn default() -> Self

Returns the “default value” for a type. Read more
Source§

impl TryFrom<PresetConfig> for ConfigBuilder

Source§

type Error = ApiError

The type returned in the event of a conversion error.
Source§

fn try_from(value: PresetConfig) -> Result<Self, Self::Error>

Performs the conversion.

Auto Trait Implementations§

Blanket Implementations§

Source§

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

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

impl<T> Borrow<T> for T
where T: ?Sized,

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source§

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

Mutably borrows from an owned value. Read more
Source§

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

Source§

unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. Read more
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

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

Source§

fn into(self) -> U

Calls U::from(self).

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

Source§

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

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

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

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
Source§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

Source§

fn vzip(self) -> V

Source§

impl<T> ErasedDestructor for T
where T: 'static,

Source§

impl<T> MaybeSendSync for T