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AttentionHeadResult

trustformers_debug::interpretability_tools

Struct AttentionHeadResult 

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pub struct AttentionHeadResult {
    pub head_index: usize,
    pub attention_matrix: Vec<Vec<f64>>,
    pub token_scores: Vec<TokenAttentionScore>,
    pub specialization_type: HeadSpecializationType,
    pub entropy: f64,
    pub max_attention: f64,
    pub sparsity: f64,
}
Expand description

Attention analysis for a single head

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§head_index: usize

Head index

§attention_matrix: Vec<Vec<f64>>

Attention matrix (token x token)

§token_scores: Vec<TokenAttentionScore>

Token attention scores

§specialization_type: HeadSpecializationType

Head specialization type

§entropy: f64

Attention entropy

§max_attention: f64

Maximum attention value

§sparsity: f64

Attention sparsity

Trait Implementations§

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impl Clone for AttentionHeadResult

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fn clone(&self) -> AttentionHeadResult

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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<'de> Deserialize<'de> for AttentionHeadResult

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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 AttentionHeadResult

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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