rig_fastembed

Enum FastembedModel

Source 
pub enum FastembedModel {

Show 28 variants    AllMiniLML6V2,
    AllMiniLML6V2Q,
    AllMiniLML12V2,
    AllMiniLML12V2Q,
    BGEBaseENV15,
    BGEBaseENV15Q,
    BGELargeENV15,
    BGELargeENV15Q,
    BGESmallENV15,
    BGESmallENV15Q,
    NomicEmbedTextV1,
    NomicEmbedTextV15,
    NomicEmbedTextV15Q,
    ParaphraseMLMiniLML12V2,
    ParaphraseMLMiniLML12V2Q,
    ParaphraseMLMpnetBaseV2,
    BGESmallZHV15,
    MultilingualE5Small,
    MultilingualE5Base,
    MultilingualE5Large,
    MxbaiEmbedLargeV1,
    MxbaiEmbedLargeV1Q,
    GTEBaseENV15,
    GTEBaseENV15Q,
    GTELargeENV15,
    GTELargeENV15Q,
    ClipVitB32,
    JinaEmbeddingsV2BaseCode,

}

Variants§

§

AllMiniLML6V2

sentence-transformers/all-MiniLM-L6-v2

§

AllMiniLML6V2Q

Quantized sentence-transformers/all-MiniLM-L6-v2

§

AllMiniLML12V2

sentence-transformers/all-MiniLM-L12-v2

§

AllMiniLML12V2Q

Quantized sentence-transformers/all-MiniLM-L12-v2

§

BGEBaseENV15

BAAI/bge-base-en-v1.5

§

BGEBaseENV15Q

Quantized BAAI/bge-base-en-v1.5

§

BGELargeENV15

BAAI/bge-large-en-v1.5

§

BGELargeENV15Q

Quantized BAAI/bge-large-en-v1.5

§

BGESmallENV15

BAAI/bge-small-en-v1.5 - Default

§

BGESmallENV15Q

Quantized BAAI/bge-small-en-v1.5

§

NomicEmbedTextV1

nomic-ai/nomic-embed-text-v1

§

NomicEmbedTextV15

nomic-ai/nomic-embed-text-v1.5

§

NomicEmbedTextV15Q

Quantized v1.5 nomic-ai/nomic-embed-text-v1.5

§

ParaphraseMLMiniLML12V2

sentence-transformers/paraphrase-MiniLM-L6-v2

§

ParaphraseMLMiniLML12V2Q

Quantized sentence-transformers/paraphrase-MiniLM-L6-v2

§

ParaphraseMLMpnetBaseV2

sentence-transformers/paraphrase-mpnet-base-v2

§

BGESmallZHV15

BAAI/bge-small-zh-v1.5

§

MultilingualE5Small

intfloat/multilingual-e5-small

§

MultilingualE5Base

intfloat/multilingual-e5-base

§

MultilingualE5Large

intfloat/multilingual-e5-large

§

MxbaiEmbedLargeV1

mixedbread-ai/mxbai-embed-large-v1

§

MxbaiEmbedLargeV1Q

Quantized mixedbread-ai/mxbai-embed-large-v1

§

GTEBaseENV15

Alibaba-NLP/gte-base-en-v1.5

§

GTEBaseENV15Q

Quantized Alibaba-NLP/gte-base-en-v1.5

§

GTELargeENV15

Alibaba-NLP/gte-large-en-v1.5

§

GTELargeENV15Q

Quantized Alibaba-NLP/gte-large-en-v1.5

§

ClipVitB32

Qdrant/clip-ViT-B-32-text

§

JinaEmbeddingsV2BaseCode

jinaai/jina-embeddings-v2-base-code

Implementations§

Source§

impl EmbeddingModel

Source

pub fn get_default_pooling_method(&self) -> Option<Pooling>

Source

pub fn get_quantization_mode(&self) -> QuantizationMode

Get the quantization mode of the model.

Any models with a Q suffix in their name are quantized models.

Currently only 6 supported models have dynamic quantization:

  • Alibaba-NLP/gte-base-en-v1.5
  • Alibaba-NLP/gte-large-en-v1.5
  • mixedbread-ai/mxbai-embed-large-v1
  • nomic-ai/nomic-embed-text-v1.5
  • Xenova/all-MiniLM-L12-v2
  • Xenova/all-MiniLM-L6-v2

Trait Implementations§

Source§

impl Clone for EmbeddingModel

Source§

fn clone(&self) -> EmbeddingModel

Returns a copy of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
Source§

impl Debug for EmbeddingModel

Source§

fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
Source§

impl Display for EmbeddingModel

Source§

fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
Source§

impl Hash for EmbeddingModel

Source§

fn hash<__H>(&self, state: &mut __H)
where __H: Hasher,

Feeds this value into the given Hasher. Read more
1.3.0 · Source§

fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
Source§

impl PartialEq for EmbeddingModel

Source§

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

Tests for self and other values to be equal, and is used by ==.
1.0.0 · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
Source§

impl Eq for EmbeddingModel

Source§

impl StructuralPartialEq for EmbeddingModel

Auto Trait Implementations§

Blanket Implementations§

Source§

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

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

impl<T> Borrow<T> for T
where T: ?Sized,

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
Source§

impl<T> CloneToUninit for T
where T: Clone,

Source§

unsafe fn clone_to_uninit(&self, dst: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. Read more
Source§

impl<T> DynClone for T
where T: Clone,

Source§

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

Source§

impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

Source§

fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
Source§

impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

Source§

fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T> Instrument for T

Source§

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
Source§

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
Source§

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

Source§

fn into(self) -> U

Calls U::from(self).

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

Source§

impl<T> IntoEither for T

Source§

fn into_either(self, into_left: bool) -> Either<Self, Self>

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
Source§

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
Source§

impl<T> Pointable for T

Source§

const ALIGN: usize

The alignment of pointer.
Source§

type Init = T

The type for initializers.
Source§

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

Initializes a with the given initializer. Read more
Source§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
Source§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
Source§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
Source§

impl<T> ToOwned for T
where T: Clone,

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

impl<T> ToString for T
where T: Display + ?Sized,

Source§

fn to_string(&self) -> String

Converts the given value to a String. Read more
Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
Source§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

Source§

fn vzip(self) -> V

Source§

impl<T> WithSubscriber for T

Source§

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
Source§

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more
Source§

impl<T> ErasedDestructor for T
where T: 'static,

Source§

impl<T> MaybeSendSync for T