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EncoderSpec

Struct EncoderSpec 

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pub struct EncoderSpec {
    pub ffn: BertFfn,
    pub topology: BertTopology,
    pub rope_interleaved: bool,
    pub final_norm_name: &'static str,
}
Expand description

The architectures this loader builds, with the FFN each one runs.

Both share bert.cpp’s graph; what differs is two lines of it, and both are read from the architecture because upstream reads them that way: the rotation at :126-133 and the FFN at :179-201. A row here is a promise that every OTHER line of that graph is the same, which is why nomic-bert-moe is not in it (its moe_every_n_layers layers are a second FFN shape) and jina-bert-v2 is not either (a second attention norm). One architecture’s row on this loader: the FFN, where the norms sit, and which rotation (if any) the attention uses.

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§ffn: BertFfn§topology: BertTopology§rope_interleaved: bool

true for the NORM (interleaved) rotation: llama_model_rope_type answers that for neo-bert and NEOX for the others.

§final_norm_name: &'static str

The tensor the FINAL norm is stored under, for the pre-norm shape. neo-bert.cpp:23 uses enc.output_norm and eurobert.cpp:16 plain output_norm – one fact, two spellings, which is the attn_output_norm case again.

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impl Clone for EncoderSpec

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fn clone(&self) -> Self

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 EncoderSpec

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impl Debug for EncoderSpec

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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 Eq for EncoderSpec

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impl PartialEq for EncoderSpec

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

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl StructuralPartialEq for EncoderSpec

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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where T: ?Sized,

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Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
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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)
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Calls U::from(self).

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

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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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Dereferences the given pointer. Read more
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Drops the object pointed to by the given pointer. Read more
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Should always be Self
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type Owned = T

The resulting type after obtaining ownership.
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type Error = !

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

Performs the conversion.