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ML.NET is an open source and cross-platform machine learning framework for .NET.

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LLM tokenizers are a crucial component in Large Language Models (LLMs) like GPT-3 or BERT. They are responsible for the tokenization process, which involves breaking down natural language text into...

Tokenizers
api-approved
blocking

The most significant changes include the removal of the null check for "args" in the "Main" method, the addition of a "try-catch" block to handle exceptions during the execution of...

community-contribution

This is a portion of the work from https://github.com/dotnet/machinelearning/pull/6749 This moves the tests forward to net8.0, and cleans up RemoteExecutor (which I noticed in @tarekgh's PR). I minimized the product...

**Is your feature request related to a problem? Please describe.** No **Describe the solution you'd like** Add the option to modify the idataview (such as in preFeaturizer) but a "postFeaturizer"...

enhancement
AutoML.NET
untriaged

**System Information (please complete the following information):** - OS & Version: either Windows 10 or 11 - ML.NET Version: versions 1.7 and 3.0 - .NET Version: .netframework 4.7 **Describe the...

untriaged

fix #7135 Describe the bug Accessing data by column after adding columns to a DataFrame returns error data ```` var df = DataFrame.LoadCsvFromString("a1,a2\n1,2\n3,4"); var dc0 = DataFrameColumn.Create("a0", new int[] {...

community-contribution

Hi, thanks for the effort put into the Microsoft.ML.Tokenizers! I'm the author of the last performance improvements in `SharpToken` library. Since MLTokenizers are faster now than SharpToken I looked into...

question
untriaged
Tokenizers

**Is your feature request related to a problem? Please describe.** Currently when you use `LoadCsv` or `LoadCsvFromString` without supplying data types for each column, the code will try to guess...

enhancement
untriaged

**System Information (please complete the following information):** - Model Builder Version: ml.net CLI 16.1.1 - Visual Studio Version 8.7.6 for macs **Describe the bug** Tried to change model input to...

**Is your feature request related to a problem? Please describe.** I need a way to visualize how my model is learning during training, which is a comparison between training loss...

enhancement
untriaged
Evaluation