async_openai_wasm/
fine_tuning.rs

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
use serde::Serialize;

use crate::{
    config::Config,
    error::OpenAIError,
    types::{
        CreateFineTuningJobRequest, FineTuningJob, ListFineTuningJobCheckpointsResponse,
        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
    }

    pub async fn list_checkpoints<Q>(
        &self,
        fine_tuning_job_id: &str,
        query: &Q,
    ) -> Result<ListFineTuningJobCheckpointsResponse, OpenAIError>
    where
        Q: Serialize + ?Sized,
    {
        self.client
            .get_with_query(
                format!("/fine_tuning/jobs/{fine_tuning_job_id}/checkpoints").as_str(),
                query,
            )
            .await
    }
}