Method CreateTrainingObject
- Namespace
- LMKit.TextAnalysis
- Assembly
- LM-Kit.NET.dll
CreateTrainingObject(IList<string>, IList<(string, string)>, int)
Creates an object for fine-tuning a categorization model using provided training data.
public LoraFinetuning CreateTrainingObject(IList<string> categories, IList<(string, string)> trainingData, int maxSamples = 1000)Parameters
categoriesIList<string>A list of predefined categories. Each category should be a unique, non-null string.
trainingDataIList<(string, string)>A list of tuples where each tuple contains a text and its corresponding category.
maxSamplesintThe maximum number of training samples to use. The default value is 1000.
Returns
- LoraFinetuning
A LoraFinetuning object for fine-tuning the categorization model.
Exceptions
- ArgumentNullException
Thrown if the categories or trainingData arguments are null.
- ArgumentException
Thrown if the trainingData list is empty, or if an entry is associated with an undefined category.
- InvalidModelException
Thrown if fine-tuning is not supported for Embedding classification mode.