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MosaicML

MosaicML

BioMedLM: a Domain-Specific Large Language Model for Biomedical Text

The Stanford Center for Research on Foundation Models (CRFM) and MosaicML announce the release of BioMedLM, a purpose-built AI model…

Jan 27, 2023

BioMedLM: a Domain-Specific Large Language Model for Biomedical Text

Jan 27, 2023

MosaicML

Training Stable Diffusion from Scratch Costs <$160k

We wanted to know how much time (and money) it would cost to train a Stable Diffusion model from scratch using our Streaming datasets…

Jan 25, 2023

Training Stable Diffusion from Scratch Costs <$160k

Jan 25, 2023

MosaicML

Why Enterprises Should Treat AI Models Like Critical IP (Part 2)

In 2022, the potential of Large Language Models (LLM) and Generative AI entered the mainstream, while organizations began to recognize the…

Jan 25, 2023

Why Enterprises Should Treat AI Models Like Critical IP (Part 2)

Jan 25, 2023

MosaicML

Why Enterprises Should Treat AI Models Like Critical IP (Part 1)

Five years ago, The Economist proclaimed that data was the new oil. Since then, the power of amassed data to impact the world has become…

Jan 23, 2023

Why Enterprises Should Treat AI Models Like Critical IP (Part 1)

Jan 23, 2023

MosaicML

New in Composer 0.12:

We are excited to announce the release of Composer 0.12 ( release notes)! This release includes several new features, plus improvements to…

Jan 21, 2023

Composer 0.12 release feature bullet list

Jan 21, 2023

MosaicML

Efficiently Estimating Pareto Frontiers with Cyclic Learning Rate Schedules

Benchmarking the tradeoff between model accuracy and training time is computationally expensive. Cyclic learning rate schedules can…

Aug 19, 2022

Efficiently Estimating Pareto Frontiers with Cyclic Learning Rate Schedules

Aug 19, 2022

MosaicML

5 Best Practices for Efficient Model Training

In the course of our research and product development we’ve codified a number of best practices for efficient CNN training, and we’d like…

Aug 19, 2022

5 Best Practices for Efficient Model Training

Aug 19, 2022

MosaicML

Methodology

Authors: The MosaicML Research Team

Aug 4, 2022

Methodology

Aug 4, 2022

MosaicML

MosaicML

MosaicML is a startup and community on a mission to make Machine Learning Training efficient for everyone. Learn more at http://mosaicml.com and join us!

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