oxidized_transformers::models

Struct GPTNeoXDecoder

pub struct GPTNeoXDecoder;

Expand description

GPT-NeoX decoder (Black et al., 2022).

See: GPT-NeoX-20B: An Open-Source Autoregressive Language Model

Trait Implementations§

impl FromHF for GPTNeoXDecoder

type Config = TransformerDecoderConfig

Model configuration.

type HFConfig = HFGPTNeoXDecoderConfig

HF transformers model configuration.

type Model = TransformerDecoder

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 GPTNeoXDecoder

impl RefUnwindSafe for GPTNeoXDecoder

impl Send for GPTNeoXDecoder

impl Sync for GPTNeoXDecoder

impl Unpin for GPTNeoXDecoder

impl UnwindSafe for GPTNeoXDecoder

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