AllMiniLmL6V2Sharp 0.0.1

AllMiniLmL6V2Sharp

C# implementation of Sentance Transformers All-MiniLM-L6-v2

Use as a .net standard 2.1 library.

Includes tokenizer and onnx model.

How to use

• Single Sentance

var sentance = "This is an example sentance";
var embedder = new AllMiniLmL6V2Embedder();
var embedding = embedder.GenerateEmbedding(sentance);

• Multiple Sentances

string[] sentences = ["This is an example sentence", "Here is another"];
var embedder = new AllMiniLmL6V2Embedder();
var embeddings = model.GenerateEmbeddings(sentences);

• Custom All-MiniLM-L6-v2 onnx model

var sentance = "This is an example sentance";
var embedder = new AllMiniLmL6V2Embedder(modelPath: "path/to/model.onnx");
var embedding = embedder.GenerateEmbedding(sentance);

• Custom vocab

var sentance = "This is an example sentance";
BertTokenizer tokenizer = new("path/to/vocab.txt");
var embedder = new AllMiniLmL6V2Embedder(tokenizer: tokenizer);
var embedding = embedder.GenerateEmbedding(sentance);

• Custom Tokenizer

var sentance = "This is an example sentance";
ITokenizer tokenizer = new CustomTokenizer();
var embedder = new AllMiniLmL6V2Embedder(tokenizer: tokenizer);
var embedding = embedder.GenerateEmbedding(sentance);