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use serde::Serialize;
use crate::{
config::Config,
error::OpenAIError,
types::{
CreateFineTuningJobRequest, FineTuningJob, ListFineTuningJobEventsResponse,
ListPaginatedFineTuningJobsResponse,
},
Client,
};
/// Manage fine-tuning jobs to tailor a model to your specific training data.
///
/// Related guide: [Fine-tune models](https://platform.openai.com/docs/guides/fine-tuning)
pub struct FineTuning<'c, C: Config> {
client: &'c Client<C>,
}
impl<'c, C: Config> FineTuning<'c, C> {
pub fn new(client: &'c Client<C>) -> Self {
Self { client }
}
/// Creates a job that fine-tunes a specified model from a given dataset.
///
/// Response includes details of the enqueued job including job status and the name of the fine-tuned models once complete.
///
/// [Learn more about Fine-tuning](https://platform.openai.com/docs/guides/fine-tuning)
pub async fn create(
&self,
request: CreateFineTuningJobRequest,
) -> Result<FineTuningJob, OpenAIError> {
self.client.post("/fine_tuning/jobs", request).await
}
/// List your organization's fine-tuning jobs
pub async fn list_paginated<Q>(
&self,
query: &Q,
) -> Result<ListPaginatedFineTuningJobsResponse, OpenAIError>
where
Q: Serialize + ?Sized,
{
self.client.get_with_query("/fine_tuning/jobs", query).await
}
/// Gets info about the fine-tune job.
///
/// [Learn more about Fine-tuning](https://platform.openai.com/docs/guides/fine-tuning)
pub async fn retrieve(&self, fine_tuning_job_id: &str) -> Result<FineTuningJob, OpenAIError> {
self.client
.get(format!("/fine_tuning/jobs/{fine_tuning_job_id}").as_str())
.await
}
/// Immediately cancel a fine-tune job.
pub async fn cancel(&self, fine_tuning_job_id: &str) -> Result<FineTuningJob, OpenAIError> {
self.client
.post(
format!("/fine_tuning/jobs/{fine_tuning_job_id}/cancel").as_str(),
(),
)
.await
}
/// Get fine-grained status updates for a fine-tune job.
pub async fn list_events<Q>(
&self,
fine_tuning_job_id: &str,
query: &Q,
) -> Result<ListFineTuningJobEventsResponse, OpenAIError>
where
Q: Serialize + ?Sized,
{
self.client
.get_with_query(
format!("/fine_tuning/jobs/{fine_tuning_job_id}/events").as_str(),
query,
)
.await
}
}