Ankur Singh

Add "Intel® Extension for Scikit-learn" for better performance

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Just by adding two lines of code, we can drastically improve the performance. Intel Extension for SciKit-learn package dynamically patches scikit-learn estimators while improving performance of machine learning algorithms particularly...

Integrating gradio demo

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**Goals:** resolves #6026 - [ ] Add basic static gradio App - [ ] Make the app dynamic i.e. update the input and output blocks based on input and output...

Doesn't work with ROS2 Humble

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**Description** For my research project, I am trying to using `roslibpy` with ROS2 Humble. I followed [this doc](https://docs.ros.org/en/humble/Installation/Ubuntu-Install-Debians.html) to install ROS2. I am able to run the `listener` and `talker`...

How can I start using it?

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Sorry @bitsun but I have this really basic issue. How can I start using this in windows? I have already downloaded the .zip file. What next? It will be a...

Working implementation of int4/8 LLM inference using ITREX

updated the sample to use INC 2.0 and TF 2.0

Integrated Gradio Demo App

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Description: The COG project is an incredible tool that simplifies the process of deploying machine learning models by just writing a handler. It enables users to get a complete working...

fixed missing argument and refactoring

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The `split_spec` parameter is not being passed to the `pipeline` function, resulting in the entire model being treated as a single stage. This results in `RuntimeError: Pipeline group size 2...

# Summary Provide a short summary of the issue. Sections below provide guidance on what factors are considered important to reproduce an issue. The "IntelTensorFlow_for_LLMs" sample takes ~5hrs to run...

Refactored modules/tokenizers to be a subdir of modules/transforms

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#### Context What is the purpose of this PR? Is it to - [ ] add a new feature - [ ] fix a bug - [ ] update tests...