from mka1 import SDK


with SDK(
    bearer_auth="<YOUR_BEARER_TOKEN_HERE>",
) as sdk:

    res = sdk.llm.fine_tuning.create(model="meetkai:functionary-medium", training_file="file_abc123", suffix="my-model", method={
        "type": "supervised",
        "supervised": {
            "hyperparameters": {
                "n_epochs": 3,
            },
        },
    })

    # Handle response
    print(res)

{
  "id": "ftjob_aa87e2b1112a455b8deabed784372198",
  "object": "fine_tuning.job",
  "created_at": 1704067200,
  "model": "meetkai:functionary-medium",
  "training_file": "file_abc123",
  "validation_file": null,
  "fine_tuned_model": null,
  "organization_id": "org-123",
  "status": "running",
  "result_files": [],
  "seed": 42,
  "hyperparameters": {
    "n_epochs": 3,
    "batch_size": "auto",
    "learning_rate_multiplier": "auto"
  },
  "method": {
    "type": "supervised",
    "supervised": {
      "hyperparameters": {
        "n_epochs": 3
      }
    }
  },
  "finished_at": null,
  "estimated_finish": null,
  "trained_tokens": null,
  "error": null,
  "integrations": null,
  "metadata": {
    "experiment": "v1"
  },
  "suffix": "my-model"
}