DeepFellow API ReferenceFine tuning pipelines
Retrieve a fine-tuning pipeline
Get a pipeline, including the version currently served (champion).
Authorization[Bearer <token>]
In: header
Path Parameters
pipeline_id[string]
The ID of the fine-tuning pipeline.
Match
^[0-9a-fA-F]{24}$Header Parameters
OpenAI-Organization?[string | null]
Organization Id from OpenAi compatible endpoint. Required to organization access or project access (with OpenAI-Project header) when logged as User or Admin User.
OpenAI-Project?[string | null]
Project Id from OpenAi compatible endpoint. Required to project access for organization api key or User / Admin User access with OpenAI-Organization
Response Body
curl -X GET "https://deepfellow-server-host/v1/fine_tuning/pipelines/5eb7cf5a86d9755df3a6c593" \ -H "OpenAI-Organization: string" \ -H "OpenAI-Project: string"{
"id": "5eb7cf5a86d9755df3a6c593",
"object": "fine_tuning.pipeline",
"project_id": "5eb7cf5a86d9755df3a6c593",
"name": "string",
"alias": "string",
"base_model": "string",
"source": {
"vector_store_ids": [
"5eb7cf5a86d9755df3a6c593"
]
},
"schedule": {
"interval_hours": 1
},
"hyperparameters": {
"n_epochs": "auto",
"batch_size": "auto",
"learning_rate_multiplier": "auto"
},
"quantization": "4bit",
"worker_id": "5eb7cf5a86d9755df3a6c593",
"serving_strategy": "blue_green",
"promotion": {
"min_delta": 0.2
},
"enabled": true,
"active_run_id": "5eb7cf5a86d9755df3a6c593",
"next_run_at": 0,
"eval_set": {
"file_id": "5eb7cf5a86d9755df3a6c593",
"chunk_hashes": [
"string"
],
"size": 0,
"version": 1,
"built_at": 0
},
"champion": {
"run_id": "5eb7cf5a86d9755df3a6c593",
"version": 0,
"adapter_id": "string",
"score": 0,
"eval_config_hash": "string",
"eval_set_version": 0,
"predictions_file_id": "5eb7cf5a86d9755df3a6c593",
"infra_model_id": "string"
},
"created_at": 0
}{
"detail": [
{
"loc": [
"string"
],
"msg": "string",
"type": "string",
"input": null,
"ctx": {}
}
]
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