openai-clj.fine-tuning — org.clojars.ygorsimoes/openai-clj 0.1.1-SNAPSHOT

cancel-fine-tuning-job clj

(cancel-fine-tuning-job params)

(cancel-fine-tuning-job params options)

Immediately cancel a fine-tuning job.

Example:

(cancel-fine-tuning-job {:fine_tuning_job_id "ft-1wefweub"})

Response:

{
"object": "fine_tuning.job",
"id": "ftjob-abc123",
"model": "gpt-3.5-turbo-0613",
"created_at": 1689376978,
"fine_tuned_model": null,
"organization_id": "org-123",
"result_files": [],
"hyperparameters": {
  "n_epochs":  "auto"
},
"status": "cancelled",
"validation_file": "file-abc123",
"training_file": "file-abc123"
}

Also see the OpenAI documentation

create-fine-tuning-job clj

(create-fine-tuning-job params)

(create-fine-tuning-job params options)

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.

Example:

(create-fine-tuning-job {:training_file "file-xuhfiwuefb"
                         :model "gpt-3.5-turbo"})

Response:

{
"object": "fine_tuning.job",
"id": "ftjob-abc123",
"model": "gpt-3.5-turbo-0613",
"created_at": 1614807352,
"fine_tuned_model": null,
"organization_id": "org-123",
"result_files": [],
"status": "queued",
"validation_file": null,
"training_file": "file-abc123",
}

Also see the OpenAI documentation

list-fine-tuning-events clj

(list-fine-tuning-events params)

(list-fine-tuning-events params options)

Get status updates for a fine-tuning job.

Example:

(list-fine-tuning-events {:fine_tuning_job_id "ft-1wefweub"})

Response:

{
"object": "list",
"data": [
  {
    "object": "fine_tuning.job.event",
    "id": "ft-event-ddTJfwuMVpfLXseO0Am0Gqjm",
    "created_at": 1692407401,
    "level": "info",
    "message": "Fine tuning job successfully completed",
    "data": null,
    "type": "message"
  },
  {
    "object": "fine_tuning.job.event",
    "id": "ft-event-tyiGuB72evQncpH87xe505Sv",
    "created_at": 1692407400,
    "level": "info",
    "message": "New fine-tuned model created: ft:gpt-3.5-turbo:openai::7p4lURel",
    "data": null,
    "type": "message"
  }
],
"has_more": true
}

Also see the OpenAI documentation

list-fine-tuning-jobs clj

(list-fine-tuning-jobs)

(list-fine-tuning-jobs options)

List your organization's fine-tuning jobs.

Example:

(list-fine-tuning-jobs)

Response:

{
"object": "list",
"data": [
  {
    "object": "fine_tuning.job.event",
    "id": "ft-event-TjX0lMfOniCZX64t9PUQT5hn",
    "created_at": 1689813489,
    "level": "warn",
    "message": "Fine tuning process stopping due to job cancellation",
    "data": null,
    "type": "message"
  },
  { ... },
  { ... }
], "has_more": true
}

Also see the OpenAI documentation

retrieve-fine-tuning-job clj

(retrieve-fine-tuning-job params)

(retrieve-fine-tuning-job params options)

Gets info about a fine-tuning job.

Example:

(retrieve-fine-tuning-job {:fine_tuning_job_id "ft-1wefweub"})

Response:

{
"object": "fine_tuning.job",
"id": "ftjob-abc123",
"model": "davinci-002",
"created_at": 1692661014,
"finished_at": 1692661190,
"fine_tuned_model": "ft:davinci-002:my-org:custom_suffix:7q8mpxmy",
"organization_id": "org-123",
"result_files": [
    "file-abc123"
],
"status": "succeeded",
"validation_file": null,
"training_file": "file-abc123",
"hyperparameters": {
    "n_epochs": 4,
},
"trained_tokens": 5768
}

Also see the OpenAI documentation