Robotics & Artificial Intelligence

Distributed training on Multiple servers with Nvidia GPUs and Huggingface Trainer

Training with Larger batch sizes across multiple GPU servers can reduce your overall trainining time and hence the time to production.

Realtime Python Logging with logstash

Logging is very important when it comes to monitoring and debugging your application. Setting up logging the correct way can save a lot of development...

How to write better programs in Python with Pytest - Part 1

Pytest is the battle tested tool to test complex python programs with relative ease

How to upload and version your model files using github

Model files are usually larger than 100MB filesize allowed by github, this tutorial will show you how to upload your large model file to github...

Finding Text Similarity using Huggingface Transformers and PyTorch

This tutorial explains how to use the Hugging Face Transformers library and PyTorch to find the similarity between two texts. This is interesting as well...

Building Powerful Distributed Applications with Celery in Python.

Celery Advanced Tutorial with Task Binding, AsyncResult Handling, Status Updates, and Concurrency Control

Fill in the Blank with BERT - NLP Masked Language Modeling with Transformers and PyTorch

One of the most common applications of Hugging Face Transformers and BERT is the fill-in-the-blank task, where you need to predict a missing word or...

Deep Neural Machines

Intelligence, Created.

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