WeightQuantFormat

Enum WeightQuantFormat 

Source
pub enum WeightQuantFormat {
    Bf16,
    Fp8PerRow,
    Fp8BlockScaled,
    Fp8SingleScale,
    Nvfp4,
    Mxfp4E8m0,
    PackedQ2_0,
}
Expand description

2026-09-25: The format of a weight buffer in device memory, as opposed to the on-disk format (Nvfp4Variant). A kernel call site checks it with WeightQuantFormat::expect, because a kernel cannot tell one layout from another by its pointer.

Variants§

§

Bf16

2026-09-25: BF16, not quantized.

§

Fp8PerRow

2026-09-25: FP8 E4M3 with one F32 scale per row ([N]), as load_fp8_weight returns.

§

Fp8BlockScaled

2026-09-25: FP8 E4M3 with one F32 scale per 128x128 block, as load_fp8_block_scaled_as_fp8weight and quantize_to_fp8_blockscaled return.

§

Fp8SingleScale

2026-09-25: FP8 E4M3 with no scale buffer.

§

Nvfp4

2026-09-25: NVFP4: packed E2M1 nibbles, one FP8 scale per 16 weights, and an F32 per-tensor scale.

§

Mxfp4E8m0

2026-09-25: Native MXFP4: packed E2M1 nibbles and one E8M0 scale per 32 weights, with no per-tensor scale. The DeepSeek-V4 loader tags its routed experts with it (MoeLayer::experts_scale_kind).

§

PackedQ2_0

2026-09-25: Keep-packed ternary Q2_0 (ggml id 42): raw block_q2_0 blocks, each an fp16 scale and 2-bit codes, as PackedQ2Weight holds them.

Implementations§

Source§

impl WeightQuantFormat

Source

pub fn expect(self, expected: WeightQuantFormat, context: &str)

2026-09-25: Panic, naming context, when self is not expected.

Trait Implementations§

Source§

impl Clone for WeightQuantFormat

Source§

fn clone(&self) -> WeightQuantFormat

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
Source§

impl Debug for WeightQuantFormat

Source§

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

Formats the value using the given formatter. Read more
Source§

impl PartialEq for WeightQuantFormat

Source§

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

Tests for self and other values to be equal, and is used by ==.
1.0.0 · 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.
Source§

impl Copy for WeightQuantFormat

Source§

impl Eq for WeightQuantFormat

Source§

impl StructuralPartialEq for WeightQuantFormat

Auto Trait Implementations§

Blanket Implementations§

Source§

impl<T> Any for T
where T: 'static + ?Sized,

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

impl<T> Borrow<T> for T
where T: ?Sized,

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
Source§

impl<T> CloneToUninit for T
where T: Clone,

Source§

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
§

impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

§

fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
§

impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

§

fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

§

impl<T> Instrument for T

§

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more
§

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
Source§

impl<T, U> Into<U> for T
where U: From<T>,

Source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source§

impl<T> Same for T

Source§

type Output = T

Should always be Self
Source§

impl<T> ToOwned for T
where T: Clone,

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

impl<T, U> TryFrom<U> for T
where U: Into<T>,

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

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

The type returned in the event of a conversion error.
Source§

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> WithSubscriber for T

§

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a [WithDispatch] wrapper. Read more
§

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a [WithDispatch] wrapper. Read more
§

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

§

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

§

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,