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MLOps with SageMaker

MLOps with SageMaker

How to effortlessly train sklearn 📊, pytorch🔥, and transformers 🤗 models in the cloud
Go to the profile of Nick Sorros
Nick Sorros
Making an optimisation algorithm 10k times faster 🏎

Making an optimisation algorithm 10k times faster 🏎

How we made our multilabel classification threshold optimizer converge in minutes instead of days
Go to the profile of Nick Sorros
Nick Sorros
Our experiments with 🤗 AutoNLP

Our experiments with 🤗 AutoNLP

When Huggingface announced AutoNLP, we were pretty excited and we just couldn’t wait to experiment with it. This post outlines what we…
Go to the profile of Christos Christodoulou
Christos Christodoulou
MLOps for Conversational AI with Rasa, DVC, and CML (Part II)

MLOps for Conversational AI with Rasa, DVC, and CML (Part II)

In the previous post I gave an introduction to the DVC, CML, and Rasa, and why we might want to use them all together. In this post I’ll…
Go to the profile of Matthew Upson
Matthew Upson

Going the extra mile, lessons learnt from Kaggle on how to train better NLP models (Part II)

In Part I, we presented the challenge and constructed a basic transformer model that we fine-tuned on the data. The score we got previously…
Go to the profile of Popescu Daniel
Popescu Daniel

Implementing a Custom Intent Classification Model with Rasa

This post was originally written by Anna Vechkaeva
Go to the profile of Popescu Daniel
Popescu Daniel

Going the extra mile, lessons learnt from Kaggle on how to train better NLP models (Part I)

In this series we’ll explore some techniques that can squeeze a few extra points of performance from an NLP model.
Go to the profile of Popescu Daniel
Popescu Daniel

MLOps for Conversational AI with Rasa, DVC, and CML (Part I)

This is the first part of a series of blog posts that describe how to use Data Version Control (DVC), and Continuous Machine Learning (CML)…
Go to the profile of Matthew Upson
Matthew Upson

Introducing Mantis

In this blog post we introduce Mantis NLP, a remote first company we have founded to help companies put impactful data science into…
Go to the profile of Nick Sorros
Nick Sorros
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