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Add finetuning job with maap contracts. #29638

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merged 8 commits into from
Jul 10, 2024
Merged

Add finetuning job with maap contracts. #29638

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69f3fa4
Add finetuning job with maap contracts.
Jun 29, 2024
58d9931
prettier
Jul 8, 2024
3e1aa02
adding exceptions.
Jul 8, 2024
d9d6a40
add reference to examples.
Jul 8, 2024
4df39d5
prettier
Jul 8, 2024
4a79c05
Fix gate.
Jul 8, 2024
b991585
Fixed the comment, added "FineTuning" in JobType.
sagarsumant Jul 10, 2024
2d67af1
Fixed comment.
sagarsumant Jul 10, 2024
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175 changes: 175 additions & 0 deletions ...earningServices/preview/2024-07-01-preview/examples/Job/FineTuningJob/createOrUpdate.json
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{
"parameters": {
"subscriptionId": "00000000-1111-2222-3333-444444444444",
"resourceGroupName": "test-rg",
"workspaceName": "my-aml-workspace",
"id": "string",
"api-version": "2024-07-01-preview",
"body": {
"properties": {
"jobType": "FineTuning",
"experimentName": "llm-finetuning",
"fineTuningDetails": {
"taskType": "TextCompletion",
"modelProvider": "Custom",
"model": {
"jobInputType": "mlflow_model",
"uri": "azureml://registries/azureml-meta/models/Llama-2-7b/versions/11",
"mode": "ReadOnlyMount",
"description": null
},
"trainingData": {
"jobInputType": "uri_file",
"uri": "azureml://registries/azureml-meta/models/Llama-2-7b/versions/11",
"mode": "ReadOnlyMount",
"description": null
}
},
"outputs": {
"string": {
"description": "string",
"uri": "string",
"mode": "ReadWriteMount",
"jobOutputType": "mlflow_model"
}
}
}
}
},
"responses": {
"200": {
"headers": {},
"body": {
"id": "string",
"name": "string",
"type": "string",
"properties": {
"description": "string",
"tags": {
"string": "string"
},
"properties": {
"string": "string"
},
"displayName": "string",
"status": "Created",
"experimentName": "string",
"computeId": "string",
"isArchived": false,
"identity": {
"identityType": "AMLToken"
},
"fineTuningDetails": {
"taskType": "TextCompletion",
"modelProvider": "Custom",
"model": {
"jobInputType": "mlflow_model",
"uri": "azureml://registries/azureml-meta/models/Llama-2-7b/versions/11",
"mode": "ReadOnlyMount",
"description": null
},
"trainingData": {
"jobInputType": "uri_file",
"uri": "azureml://datastores/workspaceblobstore/paths/UI/2023-06-06_175927_UTC/small_train.jsonl",
"mode": "ReadOnlyMount",
"description": null
}
},
"componentId": "string",
"notificationSetting": {
"emails": [
"string"
],
"emailOn": [
"JobFailed"
]
},
"jobType": "FineTuning",
"outputs": {
"string": {
"description": "string",
"uri": "string",
"mode": "ReadWriteMount",
"jobOutputType": "mlflow_model"
}
}
},
"systemData": {
"createdAt": "2020-01-01T12:34:56.999+00:22",
"createdBy": "string",
"createdByType": "Application",
"lastModifiedAt": "2020-01-01T12:34:56.999+00:22",
"lastModifiedBy": "string",
"lastModifiedByType": "ManagedIdentity"
}
}
},
"201": {
"headers": {},
"body": {
"id": "string",
"name": "string",
"type": "string",
"properties": {
"description": "string",
"tags": {
"string": "string"
},
"properties": {
"string": "string"
},
"displayName": "string",
"status": "Created",
"experimentName": "string",
"computeId": "string",
"isArchived": false,
"identity": {
"identityType": "AMLToken"
},
"fineTuningDetails": {
"taskType": "TextCompletion",
"modelProvider": "Custom",
"model": {
"jobInputType": "mlflow_model",
"uri": "azureml://registries/azureml-meta/models/Llama-2-7b/versions/11",
"mode": "ReadOnlyMount",
"description": null
},
"trainingData": {
"jobInputType": "uri_file",
"uri": "azureml://datastores/workspaceblobstore/paths/UI/2023-06-06_175927_UTC/small_train.jsonl",
"mode": "ReadOnlyMount",
"description": null
}
},
"componentId": "string",
"notificationSetting": {
"emails": [
"string"
],
"emailOn": [
"JobFailed"
]
},
"jobType": "FineTuning",
"outputs": {
"string": {
"description": "string",
"uri": "string",
"mode": "ReadWriteMount",
"jobOutputType": "mlflow_model"
}
}
},
"systemData": {
"createdAt": "2020-01-01T12:34:56.999+00:22",
"createdBy": "string",
"createdByType": "Application",
"lastModifiedAt": "2020-01-01T12:34:56.999+00:22",
"lastModifiedBy": "string",
"lastModifiedByType": "ManagedIdentity"
}
}
}
}
}
78 changes: 78 additions & 0 deletions ...ft.MachineLearningServices/preview/2024-07-01-preview/examples/Job/FineTuningJob/get.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,78 @@
{
"parameters": {
"subscriptionId": "00000000-1111-2222-3333-444444444444",
"resourceGroupName": "test-rg",
"workspaceName": "my-aml-workspace",
"id": "string",
"api-version": "2024-07-01-preview"
},
"responses": {
"200": {
"headers": {},
"body": {
"id": "string",
"name": "string",
"type": "string",
"properties": {
"description": "string",
"tags": {
"string": "string"
},
"properties": {
"string": "string"
},
"displayName": "string",
"status": "Created",
"experimentName": "string",
"computeId": "string",
"isArchived": false,
"identity": {
"identityType": "AMLToken"
},
"fineTuningDetails": {
"taskType": "TextCompletion",
"modelProvider": "Custom",
"model": {
"jobInputType": "mlflow_model",
"uri": "azureml://registries/azureml-meta/models/Llama-2-7b/versions/11",
"mode": "ReadOnlyMount",
"description": null
},
"trainingData": {
"jobInputType": "uri_file",
"uri": "azureml://datastores/workspaceblobstore/paths/UI/2023-06-06_175927_UTC/small_train.jsonl",
"mode": "ReadOnlyMount",
"description": null
}
},
"componentId": "string",
"notificationSetting": {
"emails": [
"string"
],
"emailOn": [
"JobFailed"
]
},
"jobType": "FineTuning",
"outputs": {
"string": {
"description": "string",
"uri": "string",
"mode": "ReadWriteMount",
"jobOutputType": "mlflow_model"
}
}
},
"systemData": {
"createdAt": "2020-01-01T12:34:56.999+00:22",
"createdBy": "string",
"createdByType": "Application",
"lastModifiedAt": "2020-01-01T12:34:56.999+00:22",
"lastModifiedBy": "string",
"lastModifiedByType": "ManagedIdentity"
}
}
}
}
}
89 changes: 89 additions & 0 deletions ...t.MachineLearningServices/preview/2024-07-01-preview/examples/Job/FineTuningJob/list.json
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@@ -0,0 +1,89 @@
{
"parameters": {
"subscriptionId": "00000000-1111-2222-3333-444444444444",
"resourceGroupName": "test-rg",
"workspaceName": "my-aml-workspace",
"api-version": "2024-07-01-preview",
"$skipToken": "string",
"jobType": "string",
"tag": "string",
"listViewType": "All",
"assetName": "string",
"scheduled": false,
"scheduleId": "string"
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},
"responses": {
"200": {
"headers": {},
"body": {
"value": [
{
"id": "string",
"name": "string",
"type": "string",
"properties": {
"description": "string",
"tags": {
"string": "string"
},
"properties": {
"string": "string"
},
"displayName": "string",
"status": "Created",
"experimentName": "string",
"computeId": "string",
"isArchived": false,
"identity": {
"identityType": "AMLToken"
},
"fineTuningDetails": {
"taskType": "TextCompletion",
"modelProvider": "Custom",
"model": {
"jobInputType": "mlflow_model",
"uri": "azureml://registries/azureml-meta/models/Llama-2-7b/versions/11",
"mode": "ReadOnlyMount",
"description": null
},
"trainingData": {
"jobInputType": "uri_file",
"uri": "azureml://datastores/workspaceblobstore/paths/UI/2023-06-06_175927_UTC/small_train.jsonl",
"mode": "ReadOnlyMount",
"description": null
}
},
"componentId": "string",
"notificationSetting": {
"emails": [
"string"
],
"emailOn": [
"JobFailed"
]
},
"jobType": "FineTuning",
"outputs": {
"string": {
"description": "string",
"uri": "string",
"mode": "ReadWriteMount",
"jobOutputType": "mlflow_model"
}
}
},
"systemData": {
"createdAt": "2020-01-01T12:34:56.999+00:22",
"createdBy": "string",
"createdByType": "Application",
"lastModifiedAt": "2020-01-01T12:34:56.999+00:22",
"lastModifiedBy": "string",
"lastModifiedByType": "ManagedIdentity"
}
}
],
"nextLink": "string"
}
}
}
}
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