InstructionDataset

llms_from_scratch_rs::exercises::ch07::addons

Struct InstructionDataset 

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pub struct InstructionDataset(/* private fields */);
Expand description

[Exercise 7.2] Modified InstructionDataset for masking instruction and inputs

NOTE: This is a Rc-wrapped InstructionDataset_

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impl InstructionDataset

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pub fn new<P: PromptFormatter>( data: Vec<InstructionResponseExample>, tokenizer: &CoreBPE, prompt_formatter: &P, ) -> Self

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pub fn len(&self) -> usize

Gets the number of finetuning examples.

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pub fn is_empty(&self) -> bool

Checks whether the dataset is empty or has no finetuning examples.

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pub fn get_item_at_index(&self, idx: usize) -> Result<(&Vec<u32>, &u32)>

Returns the tokenized and formatted instruction entry at specified index

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pub fn data(&self) -> &Vec<InstructionResponseExample>

Trait Implementations§

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impl AsRef<InstructionDataset> for InstructionDataset

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fn as_ref(&self) -> &InstructionDataset

Converts this type into a shared reference of the (usually inferred) input type.
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impl Clone for InstructionDataset

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fn clone(&self) -> InstructionDataset

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 Deref for InstructionDataset

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type Target = InstructionDataset_

The resulting type after dereferencing.
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fn deref(&self) -> &Self::Target

Dereferences the value.

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