Enum ModelCapabilities

Namespace

LMKit.Model

Assembly

LM-Kit.NET.dll

Represents the various purposes a model can serve in the LM-Kit library. The Flags attribute allows combining multiple capabilities using bitwise operations.

[Flags]
public enum ModelCapabilities

Fields

None = 0

Default value indicating no specific purpose is assigned. Use this value when the model does not have a defined role.

Embeddings = 1

Indicates the model is designed for generating embeddings. Embeddings are typically used for semantic similarity, clustering, and retrieval tasks.

TextGeneration = 2

Indicates the model is suitable for general text generation tasks. This includes tasks such as content creation, summarization, or freeform text generation.

Chat = 4

Indicates the model is optimized for chat or conversational tasks. Includes models fine-tuned for interactive dialogue and question-answering.

CodeCompletion = 8

Indicates the model specializes in code completion or generation.

SentimentAnalysis = 16

Indicates the model is capable of performing sentiment analysis. Sentiment analysis involves classifying text as positive, negative, or neutral.

Math = 32

Indicates the model has capabilities for mathematical problem-solving. This includes tasks such as solving equations, performing calculations, and other math-related functions.

Vision = 64

Indicates the model has capabilities for computer vision tasks. This includes image recognition, object detection, and other vision-related functions.