WeightDtype

Enum WeightDtype 

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pub enum WeightDtype {
    BF16,
    FP32,
    FP8E4M3,
    FP8E8M0,
    UInt8,
    Int64,
    PackedQ2_0 {
        group: u16,
    },
}
Expand description

Data type of a weight tensor.

Variants§

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BF16

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FP32

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FP8E4M3

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FP8E8M0

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UInt8

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Int64

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PackedQ2_0

Keep-packed PrismML ternary Q2_0 (ggml id 42): raw on-disk blocks stay 2-bit in VRAM (fp16 scale + 2-bit codes per group of group elements), dequantized in-kernel by the native q2_0_gemv decode path. Only produced by the GGUF loader under ATLAS_GGUF_NATIVE_Q2=1. Its byte footprint is NOT a per-element size (2-bit codes + an inline scale per group), so WeightDtype::byte_size returns 0 for this variant and the real size is computed in WeightTensor::byte_size (shape + group).

Fields

§group: u16

Implementations§

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impl WeightDtype

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pub fn byte_size(self) -> usize

Bytes per element for the fixed-width dtypes. Returns 0 for the block-based WeightDtype::PackedQ2_0WeightTensor::byte_size handles that variant directly, and no caller multiplies its numel by this.

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pub fn from_safetensors_str(s: &str) -> Result<Self>

Map a raw safetensors header dtype STRING (as it appears in the JSON header, e.g. "BF16", "F8_E4M3") to a WeightDtype, factored out so the RDMA weight loader (which receives dtype as a wire string in the peer manifest, not a safetensors::Dtype) resolves it identically to the disk loaders — byte-identity depends on the two ends agreeing.

Trait Implementations§

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impl Clone for WeightDtype

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fn clone(&self) -> WeightDtype

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 WeightDtype

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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 PartialEq for WeightDtype

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

Tests for self and other values to be equal, and is used by ==.
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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 Copy for WeightDtype

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impl Eq for WeightDtype

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impl StructuralPartialEq for WeightDtype

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

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

Compare self to key and return true if they are equal.
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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> Instrument for T

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

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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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<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WithSubscriber for T

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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
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fn with_current_subscriber(self) -> WithDispatch<Self>

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