Machine Learning

Fine-tuning LLMs with 32-bit, 8-bit, and Paged AdamW Optimizers

Finding the right trade-off between memory efficiency, accuracy, and speedFine-tuning large language models (LLMs) has become an essential yet resource-intensive task, demanding considerable...

Implementing Sequential Algorithms on TPU | by Chaim Rand | Oct, 2024

Accelerating AI/ML Model Training with Custom Operators — Part 3.AThese results demonstrate the potential for running full ML computation graphs on TPU, even...

Using Hugging Face Transformers with PyTorch and TensorFlow

Image by Author | Ideogram   The presence of Generative AI is prominent in many business areas. Since products such as ChatGPT and Midjourney were...

Mathematics for Bayesian Networks — Part 4 | by Mohana Roy Chowdhury | Oct, 2024

Distributions beyond the “Normal”Welcome to Mathematics for Bayesian Networks. So far, we’ve talked in detail about Bayesian inference and introduced a handful of...

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