What is the cli code to update the dataset uploaded for a fine tuned model

API
1

Hello guys,

I want to update the training data given to the fine-tuned model which I created using davinci model.

Regards
Prakeet Singh

2

You would need to fine-tune again, I believe, using that model’s name.

1 Like
3

Ok, thank you, sir. That costs money. Actually, I was testing the model so needed to find tune again n again

4

That depends on your plan. Are you on the free plan? If so, fine-tuned models are not available after the session has closed (according to the docs, but they still show up in my list); however the “enterprise plans”, fine-tuned models are available to be used after a session is closed.

Sounds like you are on the free $18 worth of credits plan, @Prakeet ?

Did you list your models?

Example Listing Models (ruby-openai gem)

irb(main):006:1*  Ruby::OpenAI.configure do |config|
irb(main):007:1*    config.access_token = ENV.fetch('OPENAI_API_KEY')
irb(main):008:0>  end
irb(main):009:0>  client = OpenAI::Client.new
irb(main):010:0>  client.models.list

HTH

5

We are using enterprise plan. I think we can re fine tune already fine tuned model right? (Like updating the data). Just was looking for the cli code in order to do that.

6

Yes, you can list all your models and re-fine-tune those models if you wish (especially if you are on the Enterprise plan as you mention). Let’s say the name of your fine-tuned model you want to use is:

davinci:ft-personal-2023-01-19-10-18-00

Then you can further fine-tune with something like this example:

 response = client.finetunes.create(
        parameters: {
        training_file: file_id,
        model: "davinci:ft-personal-2023-01-19-10-18-00"
    })
 fine_tune_id = JSON.parse(response.body)["id"]

Of course, the actually code is based on the programming language and libs you are using. The code snippet above is in Ruby using the ruby-openai gem, and is only a snippet as an example.

HTH

7

Ok, thank you for your answer.

Is there any CLI code for updating the fine-tuned model, like the code for creating fine tuned model is " openai api fine_tunes.create -t <TRAIN_FILE_ID_OR_PATH> -m <BASE_MODEL> "

I just wanted to know to CLI code for updating the created model.

8

The code I shared with you previously is updating a fine-tuned model.

Do you recognize the naming convention of a fine-tuned model?

9

Alright, I’ll check with it. Thank you for your help!

10

Hello, I tested this way, but not working, I will generate a new model name with new time, only the new name model can work with newest fine-tune training data. This is not good for fine-tune a specified model. Is there the other way can be used just update/append training data for a specified model(do not generate a new model)? I found there is a interface “openai.FineTune.Update()”, but I don’t know what is it use for and how to use it, is there anyone can tell me?

Thanks.

1 Like