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CompressionDefaults

tensor_compress

Struct CompressionDefaults

pub struct CompressionDefaults;

Expand description

Common embedding dimension constants.

Implementations§

impl CompressionDefaults

pub const SMALL: usize = 64

MiniLM and small models.

pub const MEDIUM: usize = 384

all-MiniLM-L6-v2.

pub const STANDARD: usize = 768

BERT, sentence-transformers.

pub const LARGE: usize = 1536

OpenAI text-embedding-ada-002.

pub const XLARGE: usize = 4096

LLaMA and large models.

pub fn config_for(vector: &[f32]) -> CompressionConfig

Auto-detect optimal compression config from vector length.

Auto Trait Implementations§

impl Freeze for CompressionDefaults

impl RefUnwindSafe for CompressionDefaults

impl Send for CompressionDefaults

impl Sync for CompressionDefaults

impl Unpin for CompressionDefaults

impl UnsafeUnpin for CompressionDefaults

impl UnwindSafe for CompressionDefaults

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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impl<T, U> Into<U> for T
where U: From<T>,

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

impl<T> IntoEither for T

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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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where F: FnOnce(&Self) -> bool,

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impl<T> Pointable for T

const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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where U: Into<T>,

type Error = Infallible

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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

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