RealTimeFinetuningConfig

oxirs_embed::real_time_fine_tuning

Struct RealTimeFinetuningConfig 

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pub struct RealTimeFinetuningConfig {
    pub base_config: ModelConfig,
    pub online_learning_rate: f32,
    pub replay_buffer_size: usize,
    pub online_batch_size: usize,
    pub adaptation_threshold: f32,
    pub memory_decay: f32,
    pub update_frequency: usize,
    pub forgetting_prevention: ForgettingPreventionConfig,
    pub online_evaluation: OnlineEvaluationConfig,
}
Expand description

Configuration for real-time fine-tuning

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§base_config: ModelConfig§online_learning_rate: f32

Learning rate for online updates

§replay_buffer_size: usize

Buffer size for experience replay

§online_batch_size: usize

Batch size for online updates

§adaptation_threshold: f32

Adaptation threshold for triggering updates

§memory_decay: f32

Memory decay factor

§update_frequency: usize

Update frequency (every N examples)

§forgetting_prevention: ForgettingPreventionConfig

Catastrophic forgetting prevention

§online_evaluation: OnlineEvaluationConfig

Online evaluation settings

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impl Clone for RealTimeFinetuningConfig

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fn clone(&self) -> RealTimeFinetuningConfig

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 RealTimeFinetuningConfig

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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 RealTimeFinetuningConfig

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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 RealTimeFinetuningConfig

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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 RealTimeFinetuningConfig

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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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