Class FineTuningRequest

Inheritance
object
UnifiedApiRequestBase<FineTuningRequest, IFineTuningResult, IFineTuningRequestOptions>
FineTuningRequest
Inherited Members
Namespace: Glitch9.AIDevKit
Assembly: Glitch9.AIDevKit.dll
Syntax
public sealed class FineTuningRequest : UnifiedApiRequestBase<FineTuningRequest, IFineTuningResult, IFineTuningRequestOptions>

Constructors

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FineTuningRequest(FineTunedModel, FineTuningFile)

Declaration
public FineTuningRequest(FineTunedModel fineTunedModel, FineTuningFile trainingFile)
Parameters
Type Name Description
FineTunedModel fineTunedModel
FineTuningFile trainingFile
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FineTuningRequest(FineTunedModel, IUploadedFile)

Declaration
public FineTuningRequest(FineTunedModel fineTunedModel, IUploadedFile uploadedTrainingFile)
Parameters
Type Name Description
FineTunedModel fineTunedModel
IUploadedFile uploadedTrainingFile
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FineTuningRequest(FineTunedModel, string)

Declaration
public FineTuningRequest(FineTunedModel fineTunedModel, string trainingFileId)
Parameters
Type Name Description
FineTunedModel fineTunedModel
string trainingFileId

Properties

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FineTunedModel

Declaration
public FineTunedModel FineTunedModel { get; set; }
Property Value
Type Description
FineTunedModel
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HyperParameters

Declaration
public HyperParameters HyperParameters { get; set; }
Property Value
Type Description
HyperParameters
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RequestType

The endpoint type for this

Declaration
public override RequestType RequestType { get; }
Property Value
Type Description
RequestType
Overrides
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Suffix

Declaration
public string Suffix { get; set; }
Property Value
Type Description
string
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TrainingFile

Declaration
public FineTuningFile TrainingFile { get; set; }
Property Value
Type Description
FineTuningFile
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TrainingFileId

Declaration
public string TrainingFileId { get; }
Property Value
Type Description
string
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UploadedTrainingFile

Declaration
public IUploadedFile UploadedTrainingFile { get; set; }
Property Value
Type Description
IUploadedFile
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UploadedValidationFile

Declaration
public IUploadedFile UploadedValidationFile { get; set; }
Property Value
Type Description
IUploadedFile
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ValidationFile

Declaration
public FineTuningFile ValidationFile { get; set; }
Property Value
Type Description
FineTuningFile
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ValidationFileId

Declaration
public string ValidationFileId { get; set; }
Property Value
Type Description
string

Methods

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ExecuteAsyncInternal()

Executes the actual task logic. Must be implemented in derived classes.

Declaration
protected override UniTask<IFineTuningResult> ExecuteAsyncInternal()
Returns
Type Description
UniTask<IFineTuningResult>
Overrides
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SetHyperParameters(HyperParameters)

Set hyperparameters for fine-tuning. If not set, default hyperparameters will be used.

Declaration
public void SetHyperParameters(HyperParameters hyperParameters)
Parameters
Type Name Description
HyperParameters hyperParameters

The hyperparameters to use for fine-tuning.
Remarks

Common hyperparameters include:

  • learning_rate_multiplier: Adjusts the learning rate during training.
  • batch_size: Number of training examples used in one iteration.
  • n_epochs: Number of times the entire training dataset is passed through the model.
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SetSuffix(string)

OpenAI only. Set a suffix for the fine-tuned model name. The suffix should be up to 18 characters long.

Declaration
public void SetSuffix(string suffix)
Parameters
Type Name Description
string suffix
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SetValidationFile(FineTuningFile)

Declaration
public void SetValidationFile(FineTuningFile validationFile)
Parameters
Type Name Description
FineTuningFile validationFile
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SetValidationFile(IUploadedFile)

Declaration
public void SetValidationFile(IUploadedFile uploadedValidationFile)
Parameters
Type Name Description
IUploadedFile uploadedValidationFile
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SetValidationFile(string)

Declaration
public void SetValidationFile(string validationFileId)
Parameters
Type Name Description
string validationFileId

Extension Methods