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use crate::{
config::Config,
error::OpenAIError,
types::{
CreateFineTuneRequest, FineTune, FineTuneEventsResponseStream, ListFineTuneEventsResponse,
ListFineTuneResponse,
},
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 FineTunes<'c, C: Config> {
client: &'c Client<C>,
}
impl<'c, C: Config> FineTunes<'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: CreateFineTuneRequest) -> Result<FineTune, OpenAIError> {
self.client.post("/fine-tunes", request).await
}
/// List your organization's fine-tuning jobs
pub async fn list(&self) -> Result<ListFineTuneResponse, OpenAIError> {
self.client.get("/fine-tunes").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_tune_id: &str) -> Result<FineTune, OpenAIError> {
self.client
.get(format!("/fine-tunes/{fine_tune_id}").as_str())
.await
}
/// Immediately cancel a fine-tune job.
pub async fn cancel(&self, fine_tune_id: &str) -> Result<FineTune, OpenAIError> {
self.client
.post(format!("/fine-tunes/{fine_tune_id}/cancel").as_str(), ())
.await
}
/// Get fine-grained status updates for a fine-tune job.
pub async fn list_events(
&self,
fine_tune_id: &str,
) -> Result<ListFineTuneEventsResponse, OpenAIError> {
self.client
.get(format!("/fine-tunes/{fine_tune_id}/events").as_str())
.await
}
/// Get fine-grained status updates for a fine-tune job.
///
/// Stream fine tuning events. [FineTuneEventsResponseStream] is a parsed SSE
/// stream until a \[DONE\] is received from server.
pub async fn list_events_stream(
&self,
fine_tune_id: &str,
) -> Result<FineTuneEventsResponseStream, OpenAIError> {
Ok(self
.client
.get_stream(
format!("/fine-tunes/{fine_tune_id}/events").as_str(),
&[("stream", true)],
)
.await)
}
}