Create a fine-tuning job
Create a job that fine-tunes a specified model from a given dataset.
In: header
Header Parameters
Organization Id from OpenAi compatible endpoint. Required to organization access or project access (with OpenAI-Project header) when logged as User or Admin User.
Project Id from OpenAi compatible endpoint. Required to project access for organization api key or User / Admin User access with OpenAI-Organization
The name of the base model to fine-tune.
The ID of the uploaded file containing training data.
The ID of the uploaded file containing validation data.
Hyperparameters for the fine-tuning job.
The method used for fine-tuning.
A string of up to 64 characters that will be added to the fine-tuned model name.
Response Body
curl -X POST "https://loading/v1/fine_tuning/jobs" \ -H "OpenAI-Organization: string" \ -H "OpenAI-Project: string" \ -H "Content-Type: application/json" \ -d '{ "model": "string", "training_file": "string" }'{
"id": "5eb7cf5a86d9755df3a6c593",
"project_id": "5eb7cf5a86d9755df3a6c593",
"object": "fine_tuning.job",
"model": "string",
"status": "queued",
"training_file": "string",
"validation_file": "string",
"hyperparameters": {
"n_epochs": "auto",
"batch_size": "auto",
"learning_rate_multiplier": "auto"
},
"method": {
"type": "supervised",
"supervised": {
"hyperparameters": {
"batch_size": "auto",
"learning_rate_multiplier": "auto",
"n_epochs": "auto"
}
},
"dpo": {
"hyperparameters": {
"batch_size": "auto",
"beta": "auto",
"learning_rate_multiplier": "auto",
"n_epochs": "auto"
}
},
"reinforcement": {
"hyperparameters": {
"batch_size": "auto",
"learning_rate_multiplier": "auto",
"n_epochs": "auto"
}
}
},
"created_at": 1782465249,
"finished_at": 0,
"fine_tuned_model": "string",
"suffix": "string",
"error": {
"code": "string",
"message": "string"
},
"trained_tokens": 0,
"worker_job_id": "string",
"worker_id": "5eb7cf5a86d9755df3a6c593",
"worker_sync_failures": 0
}{
"detail": [
{
"loc": [
"string"
],
"msg": "string",
"type": "string",
"input": null,
"ctx": {}
}
]
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