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. Typically used for initialization or when the model does not have a defined role.

TextEmbeddings = 1

Indicates the model generates text embeddings. Typically used in semantic similarity searches, clustering, or retrieval scenarios.

TextGeneration = 2

Indicates the model is suitable for general text generation tasks. Includes content creation, summarization, or freeform text generation.

Chat = 4

Indicates the model is optimized for chat-based conversational tasks. Typically used in interactive dialogue, chatbots, or question-answering applications.

CodeCompletion = 8

Indicates the model is specialized in code generation or completion. Useful for assisting developers by suggesting or generating code snippets.

SentimentAnalysis = 16

Indicates the model performs sentiment or emotion analysis. Used for classifying text into positive, negative, neutral, or detecting specific emotions.

Math = 32

Indicates the model is specialized in mathematical problem-solving tasks. Includes equation solving, numerical calculations, or analytical reasoning.

Vision = 64

Indicates the model supports computer vision tasks. Includes image recognition, object detection, segmentation, and other visual analysis functions.

ImageEmbeddings = 128

Indicates the model generates embeddings for images, useful for tasks like image similarity, search, and clustering.

TextReranking = 256

Indicates the model is specialized in text reranking tasks.