use crate::models;
use serde::{Deserialize, Serialize};
#[derive(Clone, Debug, PartialEq, Serialize, Deserialize, bon::Builder)]
pub struct FineTuneReinforcementHyperparameters {
#[serde(rename = "batch_size", skip_serializing_if = "Option::is_none")]
pub batch_size: Option<Box<models::FineTuneDpoHyperparametersBatchSize>>,
#[serde(
rename = "learning_rate_multiplier",
skip_serializing_if = "Option::is_none"
)]
pub learning_rate_multiplier:
Option<Box<models::FineTuneDpoHyperparametersLearningRateMultiplier>>,
#[serde(rename = "n_epochs", skip_serializing_if = "Option::is_none")]
pub n_epochs: Option<Box<models::FineTuneDpoHyperparametersNEpochs>>,
#[serde(rename = "reasoning_effort", skip_serializing_if = "Option::is_none")]
pub reasoning_effort: Option<ReasoningEffort>,
#[serde(rename = "compute_multiplier", skip_serializing_if = "Option::is_none")]
pub compute_multiplier:
Option<Box<models::FineTuneReinforcementHyperparametersComputeMultiplier>>,
#[serde(rename = "eval_interval", skip_serializing_if = "Option::is_none")]
pub eval_interval: Option<Box<models::FineTuneReinforcementHyperparametersEvalInterval>>,
#[serde(rename = "eval_samples", skip_serializing_if = "Option::is_none")]
pub eval_samples: Option<Box<models::FineTuneReinforcementHyperparametersEvalSamples>>,
}
impl FineTuneReinforcementHyperparameters {
pub fn new() -> FineTuneReinforcementHyperparameters {
FineTuneReinforcementHyperparameters {
batch_size: None,
learning_rate_multiplier: None,
n_epochs: None,
reasoning_effort: None,
compute_multiplier: None,
eval_interval: None,
eval_samples: None,
}
}
}
#[derive(Clone, Copy, Debug, Eq, PartialEq, Ord, PartialOrd, Hash, Serialize, Deserialize)]
pub enum ReasoningEffort {
#[serde(rename = "default")]
Default,
#[serde(rename = "low")]
Low,
#[serde(rename = "medium")]
Medium,
#[serde(rename = "high")]
High,
}
impl Default for ReasoningEffort {
fn default() -> ReasoningEffort {
Self::Default
}
}
impl std::fmt::Display for FineTuneReinforcementHyperparameters {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match serde_json::to_string(self) {
Ok(s) => write!(f, "{}", s),
Err(_) => Err(std::fmt::Error),
}
}
}