Class CategorizationTrainingDataset

Namespace

LMKit.TextAnalysis.Training

Assembly

LM-Kit.NET.dll

Training dataset builder specialized for the Categorization engine. Turns labeled categorization examples into ChatTrainingSample items suitable for supervised fine-tuning.

public sealed class CategorizationTrainingDataset : TrainingDataset

Inheritance

object

TrainingDataset

CategorizationTrainingDataset

Inherited Members

TrainingDataset.Samples

TrainingDataset.AddSample(ChatTrainingSample)

TrainingDataset.ExportAsSharegpt(string, bool, string, CancellationToken)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

The dataset uses the current Categorization configuration (model, prompts, preferred modality, and normalization settings) to synthesize ShareGPT-style conversations where the assistant returns the selected category.

Constructors

CategorizationTrainingDataset(Categorization)

Initializes a categorization-focused training dataset bound to a specific Categorization engine instance.

Properties

EnableModalityAugmentation

Gets or sets whether to add modality-augmented samples when the created training sample uses Multimodal.

Methods

AddSample(Attachment, IList<string>, IList<string>, int)

Adds a training sample from an Attachment using the engine’s preferred modality.

AddSample(InferenceModality, Attachment, IList<string>, IList<string>, int)

Adds a training sample with an explicit InferenceModality.

AddSample(string, IList<string>, IList<string>, int)

Adds a training sample from raw text using the engine’s preferred modality.

See Also

TrainingDataset

Categorization

ChatTrainingSample