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Microsoft Azure Fine-Tunes: API

The Fine-Tunes: API from Microsoft Azure — 7 operation(s) for fine-tunes:.

Microsoft Azure Fine-Tunes: API is one of 1667 APIs that Microsoft Azure publishes on the APIs.io network, described by a machine-readable OpenAPI specification.

Tagged areas include Fine-Tunes:. The published artifact set on APIs.io includes an OpenAPI specification, API documentation, an API reference, pricing, a JSON-LD context, and a getting-started guide.

This API exposes 10 operations across 7 paths, and defines 25 schemas. It is described by OpenAPI 3.2.0, at version 2020-08-01-preview.

10 operations 7 paths 25 schemas 2 DELETE5 GET3 POST

Metadata

The identity and technical contract details declared by the specification.

Specification
OpenAPI 3.2.0
API Version
2020-08-01-preview
Resource Areas
1

Paths & Operations 10

Across 7 paths, the API surfaces 10 operations — 2 DELETE, 5 GET, 3 POST. Each is listed below with its method, path, parameters, and response codes.

Fine-Tunes: 10
GET
/fine-tunes
Microsoft Azure Gets A List Of All Fine Tune Jobs Owned By The Azure Openai Resource the Details That Are Returned For Each Fine Tune Job Contain Besides Its Identifier the Base Model, Training And V…
microsoftAzureFinetunesList 1 param → 200default
POST
/fine-tunes
Microsoft Azure Creates A Job That Fine Tunes A Specified Model From A Given Training File response Includes Details Of The Enqueued Job Including Job Status And Hyper Parameters the Name Of The Fine…
microsoftAzureFinetunesCreate 1 param body → 201default
GET
/fine-tunes/{fine_tune_id}
Microsoft Azure Gets Details For A Single Fine Tune Job Specified By The Given Fine Tune Id the Details Contain The Base Model, Training And Validation Files, Hyper Parameters, Time Stamps, Status An…
microsoftAzureFinetunesGet 2 params → 200default
DELETE
/fine-tunes/{fine_tune_id}
Microsoft Azure Deletes The Fine Tune Job Specified By The Given Fine Tune Id
microsoftAzureFinetunesDelete 2 params → 204default
GET
/fine-tunes/{fine_tune_id}/events
Microsoft Azure Gets The Events For The Fine Tune Job Specified By The Given Fine Tune Id events Are Created When The Job Status Changes, E G Running Or Complete, And When Results Are Uploaded
microsoftAzureFinetunesGetevents 3 params → 200default
POST
/fine-tunes/{fine_tune_id}/cancel
Microsoft Azure Cancels The Processing Of The Fine Tune Job Specified By The Given Fine Tune Id
microsoftAzureFinetunesCancel 2 params → 200default
GET
/fine-tunes/{fine-tune-id}
Microsoft Azure Gets Details For A Single Fine Tune Job Specified By The Given Fine Tune Id the Details Contain The Base Model, Training And Validation Files, Hyper Parameters, Time Stamps, Status An…
microsoftAzureFinetunesGet 2 params → 200default
DELETE
/fine-tunes/{fine-tune-id}
Microsoft Azure Deletes The Fine Tune Job Specified By The Given Fine Tune Id
microsoftAzureFinetunesDelete 2 params → 204default
GET
/fine-tunes/{fine-tune-id}/events
Microsoft Azure Gets The Events For The Fine Tune Job Specified By The Given Fine Tune Id events Are Created When The Job Status Changes, E G Running Or Complete, And When Results Are Uploaded
microsoftAzureFinetunesGetevents 3 params → 200default
POST
/fine-tunes/{fine-tune-id}/cancel
Microsoft Azure Cancels The Processing Of The Fine Tune Job Specified By The Given Fine Tune Id
microsoftAzureFinetunesCancel 2 params → 200default

Schemas 25

The contract defines 25 schemas that model the data the API accepts and returns. The most detailed are FineTune_2 (16 properties), FineTune (14 properties), File_2 (10 properties), HyperParameters_3 (8 properties). Each schema is shown below with its type and property counts.

FineTuneCreation
object
Defines the values of a fine tune job.
4 properties 2 required
File_2
object
A file is a document usable for training and validation. It can also be a service generated document with result details.
10 properties 2 required
Error
object
Error content as defined in the Microsoft REST guidelines (https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md7102-error-condition-responses).
5 properties 2 required
HyperParameters
object
The hyper parameter settings used in a fine tune job.
4 properties
ErrorResponse_2
object
Error response as defined in the Microsoft REST guidelines (https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md7102-error-condition-responses).
1 property 1 required
InnerErrorCode
string
Inner error codes as defined in the Microsoft REST guidelines (https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md7102-error-condition-respons…
EventList
object
Represents a list of events.
2 properties
ErrorCode
string
Error codes as defined in the Microsoft REST guidelines (https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md7102-error-condition-responses).
InnerError
object
Inner error as defined in the Microsoft REST guidelines (https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md7102-error-condition-responses).
2 properties
LogLevel_2
string
The verbosity level of an event.
Event_2
object
4 properties 3 required
LogLevel
string
The verbosity level of an event.
State_2
string
The state of a job or item.
Purpose
string
The intended purpose of the uploaded documents. Use "fine-tune" for fine-tuning. This allows us to validate the format of the uploaded file.
Event
object
4 properties
HyperParameters_3
object
The hyper parameter settings used in a fine tune job.
8 properties
FineTune
object
Fine tuning is a job to tailor a model to specific training data.
14 properties 2 required
State
string
The state of a job or item.
ErrorResponse
object
Error response as defined in the Microsoft REST guidelines (https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md7102-error-condition-responses).
1 property
FileStatistics
object
A file is a document usable for training and validation. It can also be a service generated document with result details.
2 properties
EventList_2
object
Represents a list of events.
2 properties
TypeDiscriminator
string
Defines the type of an object.
FineTune_2
object
Fine tuning is a job to tailor a model to specific training data.
16 properties 2 required
File
object
A file is a document usable for training and validation. It can also be a service generated document with result details.
8 properties 2 required
FineTuneList
object
Represents a list of fine tunes.
2 properties

Specification

The full machine-readable OpenAPI contract behind this narrative.

Source

microsoft-azure-fine-tunes-api-openapi.yml Raw ↑

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Where this information came from

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