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AttentionModuleOptions

Struct AttentionModuleOptions 

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pub struct AttentionModuleOptions {
    pub scale: Option<f64>,
    pub softcap: Option<f64>,
    pub is_causal: bool,
}
Expand description

Options for attention.

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§scale: Option<f64>

Custom scale factor applied to QK^T. When None, defaults to 1/sqrt(head_dim).

§softcap: Option<f64>

Soft capping applied before softmax: softcap * tanh(scores / softcap). Used by Gemma-2 and similar models. Must be positive when set.

§is_causal: bool

When true, applies causal (autoregressive) masking so that each query position can only attend to key positions at or before it. This is more efficient than passing an explicit lower-triangular bool mask because backends can use optimized kernel paths (e.g. flash attention with causal mode).

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impl Clone for AttentionModuleOptions

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fn clone(&self) -> AttentionModuleOptions

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for AttentionModuleOptions

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl Default for AttentionModuleOptions

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fn default() -> AttentionModuleOptions

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for AttentionModuleOptions

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fn deserialize<__D>( __deserializer: __D, ) -> Result<AttentionModuleOptions, <__D as Deserializer<'de>>::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl PartialEq for AttentionModuleOptions

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fn eq(&self, other: &AttentionModuleOptions) -> bool

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Serialize for AttentionModuleOptions

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fn serialize<__S>( &self, __serializer: __S, ) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl Copy for AttentionModuleOptions

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impl StructuralPartialEq for AttentionModuleOptions

Auto Trait Implementations§

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<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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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<U> 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,