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LoraStack

Struct LoraStack 

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pub struct LoraStack { /* private fields */ }
Expand description

Every adapter attached to one base matrix, applied in order. Two adapters on one weight are two terms of the sum, as they are in llama.cpp’s for (const auto & lora : *loras).

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impl LoraStack

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pub fn new(delta: LoraDelta) -> Self

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pub fn push(&mut self, delta: LoraDelta)

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pub fn len(&self) -> usize

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pub fn is_empty(&self) -> bool

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pub fn deltas(&self) -> &[LoraDelta]

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pub fn resident_bytes(&self) -> usize

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pub fn add_to(&self, x: &[f32], out: &mut [f32])

out += Σ_i s_i · B_i (A_i x).

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pub fn add_row_to(&self, r: usize, out_row: &mut [f32])

The delta of one row, for a row gather.

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pub fn add_batch_to(&self, x_batch: &[f32], batch: usize, out: &mut [f32])

out[b] += Σ_i s_i · B_i (A_i x_b) over a [batch][cols] input.

Trait Implementations§

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impl Debug for LoraStack

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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 Default for LoraStack

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fn default() -> LoraStack

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

Auto Trait Implementations§

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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<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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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> Same for T

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type Output = T

Should always be Self
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = !

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

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.