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TokenDistribution

trustformers_tokenizers::coverage

Struct TokenDistribution 

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pub struct TokenDistribution {
    pub avg_tokens_per_input: f64,
    pub token_length_distribution: HashMap<usize, usize>,
    pub avg_token_length: f64,
    pub compression_ratio: f64,
    pub oov_rate: f64,
    pub common_patterns: Vec<(String, usize)>,
}
Expand description

Token distribution analysis

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§avg_tokens_per_input: f64

Average tokens per input

§token_length_distribution: HashMap<usize, usize>

Token length distribution

§avg_token_length: f64

Average token length

§compression_ratio: f64

Compression ratio (characters per token)

§oov_rate: f64

Out-of-vocabulary rate

§common_patterns: Vec<(String, usize)>

Most common token patterns

Trait Implementations§

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impl Clone for TokenDistribution

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fn clone(&self) -> TokenDistribution

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 TokenDistribution

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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 TokenDistribution

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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 TokenDistribution

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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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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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Save to file
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Load from file
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