EmbeddingModel

fastembed

Enum EmbeddingModel 

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pub enum EmbeddingModel {

Show 31 variants    AllMiniLML6V2,
    AllMiniLML6V2Q,
    AllMiniLML12V2,
    AllMiniLML12V2Q,
    BGEBaseENV15,
    BGEBaseENV15Q,
    BGELargeENV15,
    BGELargeENV15Q,
    BGESmallENV15,
    BGESmallENV15Q,
    NomicEmbedTextV1,
    NomicEmbedTextV15,
    NomicEmbedTextV15Q,
    ParaphraseMLMiniLML12V2,
    ParaphraseMLMiniLML12V2Q,
    ParaphraseMLMpnetBaseV2,
    BGESmallZHV15,
    BGELargeZHV15,
    ModernBertEmbedLarge,
    MultilingualE5Small,
    MultilingualE5Base,
    MultilingualE5Large,
    MxbaiEmbedLargeV1,
    MxbaiEmbedLargeV1Q,
    GTEBaseENV15,
    GTEBaseENV15Q,
    GTELargeENV15,
    GTELargeENV15Q,
    ClipVitB32,
    JinaEmbeddingsV2BaseCode,
    EmbeddingGemma300M,

}

Variants§

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AllMiniLML6V2

sentence-transformers/all-MiniLM-L6-v2

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AllMiniLML6V2Q

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

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AllMiniLML12V2

sentence-transformers/all-MiniLM-L12-v2

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AllMiniLML12V2Q

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

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BGEBaseENV15

BAAI/bge-base-en-v1.5

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BGEBaseENV15Q

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

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BGELargeENV15

BAAI/bge-large-en-v1.5

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BGELargeENV15Q

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

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BGESmallENV15

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

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BGESmallENV15Q

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

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NomicEmbedTextV1

nomic-ai/nomic-embed-text-v1

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NomicEmbedTextV15

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

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NomicEmbedTextV15Q

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

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ParaphraseMLMiniLML12V2

sentence-transformers/paraphrase-MiniLM-L6-v2

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ParaphraseMLMiniLML12V2Q

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

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ParaphraseMLMpnetBaseV2

sentence-transformers/paraphrase-mpnet-base-v2

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BGESmallZHV15

BAAI/bge-small-zh-v1.5

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BGELargeZHV15

BAAI/bge-large-zh-v1.5

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ModernBertEmbedLarge

lightonai/modernbert-embed-large

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MultilingualE5Small

intfloat/multilingual-e5-small

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MultilingualE5Base

intfloat/multilingual-e5-base

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MultilingualE5Large

intfloat/multilingual-e5-large

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MxbaiEmbedLargeV1

mixedbread-ai/mxbai-embed-large-v1

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MxbaiEmbedLargeV1Q

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

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GTEBaseENV15

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

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GTEBaseENV15Q

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

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GTELargeENV15

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

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GTELargeENV15Q

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

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ClipVitB32

Qdrant/clip-ViT-B-32-text

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JinaEmbeddingsV2BaseCode

jinaai/jina-embeddings-v2-base-code

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EmbeddingGemma300M

onnx-community/embeddinggemma-300m-ONNX

Trait Implementations§

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impl Clone for EmbeddingModel

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fn clone(&self) -> EmbeddingModel

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

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

Performs copy-assignment from source. Read more
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impl Debug for EmbeddingModel

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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 EmbeddingModel

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fn default() -> EmbeddingModel

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

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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 EmbeddingModel

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type Err = String

The associated error which can be returned from parsing.
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fn from_str(s: &str) -> Result<Self, Self::Err>

Parses a string s to return a value of this type. Read more
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impl Hash for EmbeddingModel

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

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
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impl ModelTrait for EmbeddingModel

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fn get_model_info(model: &EmbeddingModel) -> Option<&ModelInfo<EmbeddingModel>>

Get model information by model code.

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type Model = EmbeddingModel

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impl PartialEq for EmbeddingModel

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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.
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impl TryFrom<String> for EmbeddingModel

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type Error = String

The type returned in the event of a conversion error.
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fn try_from(value: String) -> Result<Self, Self::Error>

Performs the conversion.
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impl Eq for EmbeddingModel

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impl StructuralPartialEq for EmbeddingModel

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