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AttentionAnalysis

trustformers_debug::attention_visualizer

Struct AttentionAnalysis 

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pub struct AttentionAnalysis {
    pub layer_name: String,
    pub entropy_per_head: Vec<f64>,
    pub sparsity_per_head: Vec<f64>,
    pub most_attended_tokens: Vec<(usize, f64)>,
    pub flow_patterns: Vec<AttentionFlow>,
}
Expand description

Attention pattern analysis results

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§layer_name: String

Layer name

§entropy_per_head: Vec<f64>

Average attention entropy per head

§sparsity_per_head: Vec<f64>

Average attention sparsity per head

§most_attended_tokens: Vec<(usize, f64)>

Most attended tokens (across all heads)

§flow_patterns: Vec<AttentionFlow>

Attention flow patterns

Trait Implementations§

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impl Clone for AttentionAnalysis

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fn clone(&self) -> AttentionAnalysis

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 AttentionAnalysis

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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 AttentionAnalysis

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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 AttentionAnalysis

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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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fn to_json(&self) -> Result<String, TrustformersError>

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Load from file
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