oxidized_transformers::models

Struct RobertaEncoder

pub struct RobertaEncoder;

Expand description

RoBERTa encoder (Liu et al., 2019).

See RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Trait Implementations§

impl FromHF for RobertaEncoder

type Config = TransformerEncoderConfig

Model configuration.

type HFConfig = HFRobertaEncoderConfig

HF transformers model configuration.

type Model = TransformerEncoder

The type of model that is constructed. Read more

fn rename_parameters() -> impl Fn(&str) -> String

Create a parameter renaming function. Read more

fn from_hf( hf_config: HFConfigWithDType<Self::HFConfig>, backend: Box<dyn SimpleBackend>, device: &Device, ) -> Result<Self::Model, FromHFError>

Construct a model from an HF model configuration and parameter backend. Read more

Auto Trait Implementations§

impl Freeze for RobertaEncoder

impl RefUnwindSafe for RobertaEncoder

impl Send for RobertaEncoder

impl Sync for RobertaEncoder

impl Unpin for RobertaEncoder

impl UnwindSafe for RobertaEncoder

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> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<HF, C, HC> FromHFHub for HF
where HF: FromHF<Config = C, HFConfig = HC>, HC: DeserializeOwned, C: TryFrom<HC, Error = Box<dyn Error + Sync + Send>>,

type Model = <HF as FromHF>::Model

fn from_hf_hub( name: &str, revision: Option<&str>, device: &Device, ) -> Result<<HF as FromHFHub>::Model, FromHfHubError>

Load a model from Hugging Face Hub. Read more

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

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

impl<T> MaybeSendSync for T