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Model

catgrad_llm::models::gpt2

Struct Model

pub struct Model;

Implementations§

impl Model

pub fn embeddings(builder: &Builder, config: &Config, x: Var, pos: usize) -> Var

pub fn attention( builder: &Builder, layer_id: usize, config: &Config, cache: &mut Cache, name: &str, x: Var, ) -> Var

pub fn mlp(builder: &Builder, dim: usize, name: &str, x: Var) -> Var

pub fn layer( builder: &Builder, layer_id: usize, config: &Config, cache: &mut Cache, name: &str, x: Var, ) -> Var

Trait Implementations§

impl ModelBuilder for Model

fn build( &self, builder: &Builder, config: &Config, cache: &mut Cache, pos: usize, x: Var, ) -> Var

fn post_load(&mut self, _tensors: &mut HashMap<String, TaggedNdArray>)

Auto Trait Implementations§

impl Freeze for Model

impl RefUnwindSafe for Model

impl Send for Model

impl Sync for Model

impl Unpin for Model

impl UnsafeUnpin for Model

impl UnwindSafe for Model

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

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

Dereferences the given pointer. Read more

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

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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

The type returned in the event of a conversion error.

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

Performs the conversion.

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

fn vzip(self) -> V