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QuantizeKvStorageTransform

tract_transformers::ops::quant_dyn_kv_cache

Struct QuantizeKvStorageTransform 

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pub struct QuantizeKvStorageTransform {
    pub bits: u32,
}
Expand description

Replace the KV caches feeding each attention with storage-quantized ones (int8/int4). Keeps a cache-shaped op so the past-length symbol still resolves; attention math is unchanged. bits selects int8 (default) or int4.

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§bits: u32

Trait Implementations§

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impl Clone for QuantizeKvStorageTransform

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fn clone(&self) -> QuantizeKvStorageTransform

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Copy for QuantizeKvStorageTransform

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impl Debug for QuantizeKvStorageTransform

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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 QuantizeKvStorageTransform

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fn default() -> Self

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

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fn name(&self) -> StaticName

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fn transform(&self, model: &mut TypedModel) -> TractResult<()>

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fn transform_into( &self, model: Graph<TypedFact, Box<dyn TypedOp>>, ) -> Result<Graph<TypedFact, Box<dyn TypedOp>>, Error>

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impl<T> Any for T
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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<T> CloneAny for T
where T: Any + Clone,

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impl<T> CloneToUninit for T
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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> Downcast for T
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fn into_any(self: Box<T>) -> Box<dyn Any>

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Converts &Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &Any’s vtable from &Trait’s.
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Converts &mut Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &mut Any’s vtable from &mut Trait’s.
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fn into_any_sync(self: Box<T>) -> Box<dyn Any + Send + Sync>

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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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const ALIGN: usize

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

Performs the conversion.