Chatgpt Fine Tuning

Sample fine-tuning file is available here

ConsoleExtensions.WriteLine("Run Case Study Is The Model Making Untrue Statements:", ConsoleColor.Cyan);

var jobs = await sdk.FineTuningJob.ListFineTuningJobs();
//print all jobs
foreach (var job in jobs.Data)
{
    Console.WriteLine(job.FineTunedModel);
} 

try
{
    const string fileName = "FineTuningJobSample2.jsonl";
    var sampleFile = await FileExtensions.ReadAllBytesAsync($"SampleData/{fileName}");

    ConsoleExtensions.WriteLine($"Uploading file {fileName}", ConsoleColor.DarkCyan);
    var uploadFilesResponse = await sdk.Files.FileUpload(UploadFilePurposes.UploadFilePurpose.FineTune, sampleFile, fileName);
    if (uploadFilesResponse.Successful)
    {
        ConsoleExtensions.WriteLine($"{fileName} uploaded", ConsoleColor.DarkGreen);
    }
    else
    {
        ConsoleExtensions.WriteLine($"{fileName} failed", ConsoleColor.DarkRed);
    }

    ConsoleExtensions.WriteLine($"Wait 5 seconds for the file to be ready", ConsoleColor.DarkYellow);
    await Task.Delay(5_000);

    var createFineTuningJobResponse = await sdk.FineTuningJob.CreateFineTuningJob(new FineTuningJobCreateRequest
    {
        TrainingFile = uploadFilesResponse.Id,
        Model = Models.Gpt_3_5_Turbo
    });

    var listFineTuningJobEventsStream = await sdk.FineTuningJob.ListFineTuningJobEvents(new FineTuningJobListEventsRequest
    {
        FineTuningJobId = createFineTuningJobResponse.Id
    }, true);

    using var streamReader = new StreamReader(listFineTuningJobEventsStream);
    while (!streamReader.EndOfStream)
    {
        Console.WriteLine(await streamReader.ReadLineAsync());
    }

    FineTuningJobResponse retrieveFineTuningJobResponse;
    do
    {
        retrieveFineTuningJobResponse = await sdk.FineTuningJob.RetrieveFineTuningJob(createFineTuningJobResponse.Id);
        if (retrieveFineTuningJobResponse.Status == "succeeded" || retrieveFineTuningJobResponse.Status == "cancelled" || retrieveFineTuningJobResponse.Status == "failed")
        {
            ConsoleExtensions.WriteLine($"Fine-tune Status for {createFineTuningJobResponse.Id}: {retrieveFineTuningJobResponse.Status}.", ConsoleColor.Yellow);
            break;
        }

        ConsoleExtensions.WriteLine($"Fine-tune Status for {createFineTuningJobResponse.Id}: {retrieveFineTuningJobResponse.Status}. Wait 10 more seconds", ConsoleColor.DarkYellow);
        await Task.Delay(10_000);
    } while (true);

    do
    {
        var completionResult = await sdk.ChatCompletion.CreateCompletion(new ChatCompletionCreateRequest
        {
            Messages = new List<ChatMessage>
            {
                ChatMessage.FromSystem("You are Marv, a chatbot that reluctantly answers questions with sarcastic responses."),
                ChatMessage.FromUser("How many pounds are in a kilogram?"),
            },
            MaxTokens = 50,
            Model = retrieveFineTuningJobResponse.FineTunedModel
        });

        if (completionResult.Successful)
        {
            Console.WriteLine(completionResult.Choices.FirstOrDefault());
            break;
        }

        ConsoleExtensions.WriteLine($"failed{completionResult.Error?.Message}", ConsoleColor.DarkRed);
    } while (true);
}
catch (Exception e)
{
    Console.WriteLine(e);
    throw;
}