Struct llm_base::TokenBias

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pub struct TokenBias(_);
Expand description

A list of tokens to bias during the process of inferencing.

When a biased token is encountered, the bias will be used instead of the inferred logit during the sampling process.

This can be used to disable the generation of responses with specific tokens by setting their corresponding bias to -1.0.

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impl TokenBias

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pub fn new(v: Vec<(TokenId, f32)>) -> Self

Create a TokenBias from an existing Vec.

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pub fn get(&self, tid: TokenId) -> Option<f32>

Retrieves the bias for a given token, if available.

Trait Implementations§

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impl Clone for TokenBias

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fn clone(&self) -> TokenBias

Returns a copy 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 Debug for TokenBias

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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 Default for TokenBias

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fn default() -> TokenBias

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

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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 FromStr for TokenBias

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fn from_str(s: &str) -> Result<Self, Self::Err>

A comma separated list of token biases. The list should be in the format “TID=BIAS,TID=BIAS” where TID is an integer token ID and BIAS is a floating point number. For example, “1=-1.0,2=-1.0” sets the bias for token IDs 1 (start of document) and 2 (end of document) to -1.0 which effectively disables the model from generating responses containing those token IDs.

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type Err = String

The associated error which can be returned from parsing.
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impl PartialEq<TokenBias> for TokenBias

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

This method tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for TokenBias

Auto Trait Implementations§

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impl<T> Any for Twhere 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 Twhere 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 Twhere 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, U> Into<U> for Twhere 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> ToOwned for Twhere T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T> ToString for Twhere T: Display + ?Sized,

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default fn to_string(&self) -> String

Converts the given value to a String. Read more
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impl<T, U> TryFrom<U> for Twhere 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 Twhere 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<V, T> VZip<V> for Twhere V: MultiLane<T>,

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fn vzip(self) -> V