#[non_exhaustive]pub enum PositionEncoding {
Sinusoidal,
Learned,
RoPE,
ALiBi,
NoPE,
}Expand description
Position-encoding strategies supported by attention layers in this crate.
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.
Sinusoidal
Classic sinusoidal position embeddings (Vaswani et al., 2017).
Learned
Learned absolute position embeddings (BERT, GPT-2 style).
RoPE
Rotary Position Embedding — RoPE (Su et al., 2021).
ALiBi
Attention with Linear Biases — ALiBi (Press et al., 2021).
NoPE
No position encoding (NoPE) — relies on relative information in the input or is provided externally.
Trait Implementations§
Source§impl Clone for PositionEncoding
impl Clone for PositionEncoding
Source§fn clone(&self) -> PositionEncoding
fn clone(&self) -> PositionEncoding
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for PositionEncoding
impl Debug for PositionEncoding
Source§impl PartialEq for PositionEncoding
impl PartialEq for PositionEncoding
impl Copy for PositionEncoding
impl Eq for PositionEncoding
impl StructuralPartialEq for PositionEncoding
Auto Trait Implementations§
impl Freeze for PositionEncoding
impl RefUnwindSafe for PositionEncoding
impl Send for PositionEncoding
impl Sync for PositionEncoding
impl Unpin for PositionEncoding
impl UnsafeUnpin for PositionEncoding
impl UnwindSafe for PositionEncoding
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
Source§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
Source§fn equivalent(&self, key: &K) -> bool
fn equivalent(&self, key: &K) -> bool
Compare self to
key and return true if they are equal.Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.