Blogs

NOV 13, 2023

Rephrase and Respond (RaR), HuggingFace LLM Leaderboard Updates, and Google's New AGI Framework

By Isha Ghodgaonkar

Here’s what happened in AI last week.

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NOV 08, 2023

New video demo: LLM Batch Inference with Determined

By Corey Staten

Optimize inference using Determined’s Core API + Hugging Face Transformers

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NOV 01, 2023

New video: Harnessing the Power of LLMs in Industry

By Liam Li

Learn about various strategies, from simple prompting to advanced pretraining, that enable the deployment of language models to specialized domains.

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OCT 30, 2023

LLM Prompting: The Basic Techniques

By Kevin Musgrave

A gentle introduction to large language model prompting methods and terminology.

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OCT 25, 2023

The Sleuth and the Storyteller: The Dynamic Duo behind RAG

By Isha Ghodgaonkar, Corey Staten

A Quick Overview of Retrieval Augmented Generation (RAGs).

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OCT 23, 2023

New video demo: End-to-end MLOps using Pachyderm, Determined, and KServe

By Andrew Mendez

Learn how the PDK stack works at a high level.

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OCT 16, 2023

6 Determined APIs Explained

By Kevin Musgrave

Choose the right Determined API for your needs.

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OCT 11, 2023

Adaptive ASHA Explained using America’s Got Talent

By Isha Ghodgaonkar

A state of the art hyperparameter optimization algorithm explained using a fun analogy.

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OCT 04, 2023

Use Batch Inference in Determined Part 2: Validate Trained Models with Metrics

By Taylor Ritenour, Ran Fu, Isha Ghodgaonkar

New functionality for evaluating models outside of training jobs!

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OCT 02, 2023

New Video Walkthrough: Installing Determined on macOS

By Kevin Musgrave

Learn how to install Determined on macOS, to run machine learning experiments locally on your MacBook.

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