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OneBitTensor

Struct OneBitTensor 

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pub struct OneBitTensor<'a> {
    pub name: String,
    pub shape: Vec<u64>,
    /* private fields */
}
Expand description

A 1-bit tensor backed by Q1_0_g128 blocks.

This wraps raw GGUF tensor data and provides typed access to blocks without copying or dequantizing the entire tensor.

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§name: String

Tensor name.

§shape: Vec<u64>

Shape dimensions.

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impl<'a> OneBitTensor<'a>

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pub fn from_raw( name: String, shape: Vec<u64>, data: &'a [u8], ) -> BonsaiResult<Self>

Create a 1-bit tensor from raw GGUF tensor data bytes.

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pub fn num_blocks(&self) -> usize

Number of blocks in this tensor.

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pub fn element_count(&self) -> usize

Total number of elements (weights) in this tensor.

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pub fn block(&self, index: usize) -> &BlockQ1_0G128

Get a reference to the block at the given index.

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pub fn blocks(&self) -> &[BlockQ1_0G128]

Get all blocks as a slice.

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pub fn dequantize_all(&self) -> Vec<f32>

Dequantize all blocks to FP32 values.

For the full tensor, this allocates and fills an output vector. For per-operation dequantization, use the kernel crate instead.

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impl<'a> Debug for OneBitTensor<'a>

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<'a> Freeze for OneBitTensor<'a>

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impl<'a> RefUnwindSafe for OneBitTensor<'a>

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impl<'a> Send for OneBitTensor<'a>

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impl<'a> Sync for OneBitTensor<'a>

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impl<'a> Unpin for OneBitTensor<'a>

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impl<'a> UnsafeUnpin for OneBitTensor<'a>

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impl<'a> UnwindSafe for OneBitTensor<'a>

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> 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, 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> 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