QualityMetric

reasonkit::thinktool::quality

Enum QualityMetric 

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pub enum QualityMetric {
    Accuracy {
        benchmark: String,
        score: f32,
        samples: usize,
    },
    Calibration {
        brier_score: f32,
        ece: f32,
        overconfidence_ratio: f32,
    },
    PrmScore {
        avg_step_correctness: f32,
        critical_issues: usize,
        sound_chains: f32,
    },
    TotMetrics {
        success_rate: f32,
        avg_depth: f32,
        nodes_explored: usize,
        pruning_rate: f32,
    },
    Triangulation {
        verification_rate: f32,
        avg_sources: f32,
        contradiction_rate: f32,
    },
    Debate {
        advocate_win_rate: f32,
        avg_argument_strength: f32,
        consensus_rate: f32,
    },
    Argumentation {
        soundness_rate: f32,
        avg_grounds_score: f32,
        avg_warrant_score: f32,
    },
    Latency {
        avg_ms: f64,
        p95_ms: f64,
        p99_ms: f64,
    },
    TokenUsage {
        avg_tokens: usize,
        total_tokens: usize,
        efficiency: f32,
    },
    Custom {
        name: String,
        value: f32,
        unit: Option<String>,
    },
}
Expand description

Individual quality metric

Variants§

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Accuracy

Benchmark accuracy scores

Fields

§benchmark: String
§score: f32
§samples: usize
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Calibration

Calibration metrics

Fields

§brier_score: f32
§ece: f32
§overconfidence_ratio: f32
§

PrmScore

Process Reward Model metrics

Fields

§avg_step_correctness: f32
§critical_issues: usize
§sound_chains: f32
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TotMetrics

Tree-of-Thoughts metrics

Fields

§success_rate: f32
§avg_depth: f32
§nodes_explored: usize
§pruning_rate: f32
§

Triangulation

Triangulation metrics

Fields

§verification_rate: f32
§avg_sources: f32
§contradiction_rate: f32
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Debate

Debate metrics

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§advocate_win_rate: f32
§avg_argument_strength: f32
§consensus_rate: f32
§

Argumentation

Toulmin argument quality

Fields

§soundness_rate: f32
§avg_grounds_score: f32
§avg_warrant_score: f32
§

Latency

Latency metrics

Fields

§avg_ms: f64
§p95_ms: f64
§p99_ms: f64
§

TokenUsage

Token usage

Fields

§avg_tokens: usize
§total_tokens: usize
§efficiency: f32
§

Custom

Custom metric

Fields

§name: String
§value: f32
§unit: Option<String>

Implementations§

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impl QualityMetric

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pub fn category(&self) -> &'static str

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pub fn primary_value(&self) -> f32

Trait Implementations§

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impl Clone for QualityMetric

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fn clone(&self) -> QualityMetric

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 QualityMetric

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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 QualityMetric

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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 QualityMetric

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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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