MaskedInstructionCollator

llms_from_scratch_rs::exercises::ch07::addons

Struct MaskedInstructionCollator 

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pub struct MaskedInstructionCollator { /* private fields */ }
Expand description

A custom collator for masking instruction and inputs

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impl MaskedInstructionCollator

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pub fn new() -> Self

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pub fn pad_token_id(self, pad_token_id: u32) -> Self

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pub fn ignore_index(self, ignore_index: i64) -> Self

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pub fn allowed_max_length(self, allowed_max_length: Option<usize>) -> Self

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pub fn device(self, device: Device) -> Self

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pub fn custom_collate_fn( &self, batch: Vec<(Tensor, Tensor)>, ) -> Result<(Tensor, Tensor)>

[Exercise 7.2] custom_collate_fn that masks instruction and inputs

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impl Clone for MaskedInstructionCollator

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fn clone(&self) -> MaskedInstructionCollator

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 CustomCollator for MaskedInstructionCollator

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type BatchItem = (Tensor, Tensor)

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fn collate(&self, batch: Vec<Self::BatchItem>) -> Result<(Tensor, Tensor)>

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impl Default for MaskedInstructionCollator

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fn default() -> Self

Returns the “default value” for a type. Read more

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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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