I am using following files to fine tune Curie model but its getting failed with no reason, can someone pls have a look at my training files and validate if they are correct ? pls find below the log and also the jsonl files.
{"prompt":"Someone has taken the toilet seat, it is missing from the guys bathroom. ->","completion":" Plumbing"}
{"prompt":"need monitors ->","completion":" AV-Equipment"}
{"prompt":"New brand radio system required ->","completion":" AV-Equipment"}
{"prompt":"septic tank overflowing ->","completion":" Plumbing"}
{"prompt":"Poo on the toilet seat ->","completion":" Plumbing"}
{"prompt":"Sewage chamber blocked ->","completion":" Plumbing"}
{"prompt":"flooded branch ->","completion":" Plumbing"}
{"prompt":"Voice controls not working ->","completion":" AV-Equipment"}
{"prompt":"TV's to be moved ->","completion":" AV-Equipment"}
{"prompt":"fit projector to the ceiling ->","completion":" AV-Equipment"}
{"prompt":"Microphones are echoing ->","completion":" AV-Equipment"}
{"prompt":"Issue with water pressure ->","completion":" Plumbing"}
error log -
“id”: “ft-Y1ZDAcaGytn8zwPv0flNoxLF”,
“model”: “curie”,
“object”: “fine-tune”,
“organization_id”: “org-esS5wu4sjqoLntKEKVIWKRYb”,
“result_files”: ,
“status”: “failed”,
“training_files”: [
{
“bytes”: 12216,
“created_at”: 1677337282,
“filename”: “.\plumbing_prepared_train (1).jsonl”,
“id”: “file-fgkdlKNGBDz0SVz1oxpciFG8”,
“object”: “file”,
“purpose”: “fine-tune”,
“status”: “processed”,
“status_details”: null
}
],
“updated_at”: 1677337774,
“validation_files”: [
{
“bytes”: 3038,
“created_at”: 1677337284,
“filename”: “.\plumbing_prepared_valid (1).jsonl”,
“id”: “file-t9r0oPnxWhcjntOQHQGQJpLm”,
“object”: “file”,
“purpose”: “fine-tune”,
“status”: “processed”,
“status_details”: null
}
]
},
{
“created_at”: 1677499304,
“fine_tuned_model”: null,
“hyperparams”: {
“batch_size”: null,
“classification_n_classes”: 3,
“compute_classification_metrics”: true,
“learning_rate_multiplier”: null,
“n_epochs”: 4,
“prompt_loss_weight”: 0.01
},
“id”: “ft-CvMKTZQne0xHWZeYXKEWRSyw”,
“model”: “curie”,
“object”: “fine-tune”,
“organization_id”: “org-esS5wu4sjqoLntKEKVIWKRYb”,
“result_files”: ,
“status”: “failed”,
“training_files”: [
{
“bytes”: 22180,
“created_at”: 1677499302,
“filename”: “.\ibm_intent_prepared_train.jsonl”,
“id”: “file-BjgFXS9XcltrEPKQz123nICO”,
“object”: “file”,
“purpose”: “fine-tune”,
“status”: “processed”,
“status_details”: null
],
“updated_at”: 1677499837,
“validation_files”: [
“bytes”: 5851,
“created_at”: 1677499304,
“filename”: “.\ibm_intent_prepared_valid.jsonl”,
“id”: “file-UE0rHdx7gGEmblkrjxpBOjnt”,
“object”: “file”,
“status”: “processed”,
}
]