pub enum QuantizationMode {
Ternary,
Polar,
Turbo,
Hybrid,
}Expand description
Quantization modes supported by PythagoreanQuantizer.
Variants§
Ternary
Ternary quantization (BitNet style): {-1, 0, 1} Best for: LLM weights, sparse representations
Polar
Polar coordinate quantization (PolarQuant style) Best for: Unit norm preservation, embeddings
Turbo
Near-optimal distortion quantization (TurboQuant style) Best for: Vector databases, general purpose
Hybrid
Auto-select mode based on input characteristics
Trait Implementations§
Source§impl Clone for QuantizationMode
impl Clone for QuantizationMode
Source§fn clone(&self) -> QuantizationMode
fn clone(&self) -> QuantizationMode
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for QuantizationMode
impl Debug for QuantizationMode
Source§impl PartialEq for QuantizationMode
impl PartialEq for QuantizationMode
impl Copy for QuantizationMode
impl Eq for QuantizationMode
impl StructuralPartialEq for QuantizationMode
Auto Trait Implementations§
impl Freeze for QuantizationMode
impl RefUnwindSafe for QuantizationMode
impl Send for QuantizationMode
impl Sync for QuantizationMode
impl Unpin for QuantizationMode
impl UnsafeUnpin for QuantizationMode
impl UnwindSafe for QuantizationMode
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more