InstructionDataCollator

llms_from_scratch_rs::listings::ch07

Struct InstructionDataCollator 

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

A type for specifying how to collate batches of instruct entries [used for Listing 7.5]

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impl InstructionDataCollator

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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>) -> Result<(Tensor, Tensor)>

[Listing 7.5] Implementing a custom batch collate function

NOTE: this function gets applied via a wrapper on candle_datasets::Batcher

Trait Implementations§

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impl Clone for InstructionDataCollator

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fn clone(&self) -> InstructionDataCollator

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 InstructionDataCollator

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type BatchItem = Tensor

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

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impl Default for InstructionDataCollator

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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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fn __clone_box(&self, _: Private) -> *mut ()

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