DistillationConfig

oxirs_embed::compression

Struct DistillationConfig 

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pub struct DistillationConfig {
    pub teacher_model: String,
    pub student_model: String,
    pub temperature: f32,
    pub alpha: f32,
    pub distillation_type: DistillationType,
    pub feature_layers: Vec<usize>,
    pub attention_transfer: bool,
}
Expand description

Knowledge distillation configuration

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§teacher_model: String

Teacher model type

§student_model: String

Student model type

§temperature: f32

Temperature for softmax

§alpha: f32

Alpha parameter for loss combination

§distillation_type: DistillationType

Distillation type

§feature_layers: Vec<usize>

Feature matching layers

§attention_transfer: bool

Attention transfer

Trait Implementations§

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impl Clone for DistillationConfig

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fn clone(&self) -> DistillationConfig

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 Debug for DistillationConfig

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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 DistillationConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for DistillationConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for DistillationConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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