Calling
https://api.openai.com/v1/fine-tunes
I get my fintuned models, but when I use the fine_tuned_model-Param of one of the models (f.e. davinci:ft-personal-2023-02-20-13-14-07) to delete it I get a 404 (Rest: DELETE https://api.openai.com/v1/models/davinci:ft-personal-2023-02-20-13-14-07)
What am I doing wrong?
Sharing the code you use to make the call will be much helpful.
Hi sps, the code is the url. But when you are interested, here the Flutter/Dart-Code:
void deleteFiles(String apiKey, String id)async{
http.Response response = await http.delete(
Uri.parse('https://api.openai.com/v1/files/$id'),
headers: {
'Authorization': 'Bearer $apiKey',
},
);
}
But what I found out now is that the models I try to delete are already deleted -I cannot see them in the playground anymore.
But when I call
Future<List<FineTuneModel>> listFineTune(String apiKey) async {
http.Response response = await http.get(
Uri.parse('https://api.openai.com/v1/fine-tunes'),
headers: {
'Authorization': 'Bearer $apiKey',
},
);
Map<String, dynamic> result = json.decode(utf8.decode(response.bodyBytes));
List<FineTuneModel> models = [];
for (var i = 0; i < result["data"].length; ++i) {
models.add(FineTuneModel.fromJson(result["data"][i]));
}
return models;
}
I get them even if they are deleted.
So I created a new finetuned model and and deleted it → deletion was successfull (response) but it is still in the list I get when I call https://api.openai.com/v1/fine-tunes.
Please use the fine-tune retrieve method and post the full output JSON data wrapped with Markdown triple backticks.
Thanks
That is because it lists fine-tune jobs and not fine-tuned models.
To know what models are available to you including fine-tuned models, you have to call list Models endpoint
I think you will find that looking at the fine-tuning retrieve (by fine-tune id) provides more details information as to why a model may or may not have problems:
Let’s take a look:
babbage:ft-personal-2023-02-17-04-12-03) {"id"=>"babbage:ft-personal-2023-02-17-04-12-03",
"object"=>"model",
"created"=>1676607123,
"owned_by"=>"user-9tvruzpl3hx6md9utbhurjvq",
"permission"=>
[{"id"=>"snapperm-QhPvNOAg0K8we6TWtwGVcFfl",
"object"=>"model_permission",
"created"=>1676607123,
"allow_create_engine"=>true,
"allow_sampling"=>true,
"allow_logprobs"=>true,
"allow_search_indices"=>false,
"allow_view"=>true,
"allow_fine_tuning"=>true,
"organization"=>"org-8NVL8HQqnPUflKtLPue836T7",
"group"=>nil,
"is_blocking"=>false}],
"root"=>"babbage:2020-05-03",
"parent"=>"babbage:2020-05-03"}
babbage:ft-personal-2023-02-17-04-12-03)Much more detailed info:
{"object"=>"fine-tune",
"id"=>"ft-tI7SnFBsZrulb0kfrKK2wLUe",
"hyperparams"=>{"n_epochs"=>8, "batch_size"=>1, "prompt_loss_weight"=>0.01, "learning_rate_multiplier"=>0.1},
"organization_id"=>"org-8NVL8HQqnPUflKtLPue836T7",
"model"=>"babbage",
"training_files"=>
[{"object"=>"file",
"id"=>"file-6sU2DVOsDJ8ps8FXlMyPYudT",
"purpose"=>"fine-tune",
"filename"=>"fine_tune_1676603619.jsonl",
"bytes"=>101,
"created_at"=>1676603620,
"status"=>"processed",
"status_details"=>nil}],
"validation_files"=>[],
"result_files"=>
[{"object"=>"file",
"id"=>"file-akRohitdI5ca6JwgKwWdXTzo",
"purpose"=>"fine-tune-results",
"filename"=>"compiled_results.csv",
"bytes"=>546,
"created_at"=>1676607124,
"status"=>"processed",
"status_details"=>nil}],
"created_at"=>1676603621,
"updated_at"=>1676607125,
"status"=>"succeeded",
"fine_tuned_model"=>"babbage:ft-personal-2023-02-17-04-12-03",
"events"=>
[{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Created fine-tune: ft-tI7SnFBsZrulb0kfrKK2wLUe",
"created_at"=>1676603621},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Fine-tune costs $0.00", "created_at"=>1676606516},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune enqueued. Queue number: 7",
"created_at"=>1676606516},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune is in the queue. Queue number: 6",
"created_at"=>1676606643},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune is in the queue. Queue number: 5",
"created_at"=>1676606676},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune is in the queue. Queue number: 4",
"created_at"=>1676606730},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune is in the queue. Queue number: 3",
"created_at"=>1676606744},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune is in the queue. Queue number: 2",
"created_at"=>1676606894},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune is in the queue. Queue number: 1",
"created_at"=>1676606914},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Fine-tune is in the queue. Queue number: 0",
"created_at"=>1676607049},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Fine-tune started", "created_at"=>1676607082},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 1/8", "created_at"=>1676607101},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 2/8", "created_at"=>1676607101},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 3/8", "created_at"=>1676607101},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 4/8", "created_at"=>1676607101},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 5/8", "created_at"=>1676607101},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 6/8", "created_at"=>1676607102},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 7/8", "created_at"=>1676607102},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Completed epoch 8/8", "created_at"=>1676607102},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Uploaded model: babbage:ft-personal-2023-02-17-04-12-03",
"created_at"=>1676607123},
{"object"=>"fine-tune-event",
"level"=>"info",
"message"=>"Uploaded result file: file-akRohitdI5ca6JwgKwWdXTzo",
"created_at"=>1676607124},
{"object"=>"fine-tune-event", "level"=>"info", "message"=>"Fine-tune succeeded", "created_at"=>1676607124}]}
HTH
I created a fine-tuned sentiment model: sample_fine_tuned_model.
The below code still gives me That “model does not exist”
openai.Completion.create(model = sample_fine_tuned_model, prompt = “Staff was very rude.”)
Am I doing something wrong?
Do you have the fine-tuning ID?
I tried fine-tuning ID. Still getting the same error.