oxidized_transformers::models::transformer

Struct TransformerCausalLMConfig

pub struct TransformerCausalLMConfig { /* private fields */ }

Expand description

Transformer causal language model configuration.

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impl TransformerCausalLMConfig

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pub fn decoder( self, decoder: Box<dyn BuildDecoder<Decoder = TransformerDecoder>>, ) -> Self

Decoder.

Default: TransformerDecoderConfig.

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pub fn hidden_size(self, hidden_size: usize) -> Self

Hidden size.

Default: 4096.

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pub fn n_pieces(self, n_pieces: usize) -> Self

Number of pieces in the output vocabulary.

Default: 32000.

Trait Implementations§

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impl BuildArchitecture for TransformerCausalLMConfig

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type Architecture = TransformerCausalLM

The architecture to build.

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fn build(&self, vb: VarBuilder<'_>) -> Result<Self::Architecture, BoxedError>

Build the architecture.

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impl Debug for TransformerCausalLMConfig

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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 TransformerCausalLMConfig

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fn default() -> Self

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

Auto Trait Implementations§

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impl !UnwindSafe for TransformerCausalLMConfig

Blanket 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<C> BuildCausalLM for C
where C: BuildArchitecture + Debug, <C as BuildArchitecture>::Architecture: CausalLM,

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type CausalLM = <C as BuildArchitecture>::Architecture

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fn build( &self, vb: VarBuilderArgs<'_, Box<dyn SimpleBackend + '_>>, ) -> Result<<C as BuildCausalLM>::CausalLM, Box<dyn Error + Sync + Send>>

Build a causal language model.

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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 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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