Surgical Fine-Tuning: Precision Adjustments for Language Models with PyReFT Fine-tuning large language models (LMs) can be a challenging task, especially when trying to achieve high performance wi...
As organizations increasingly demand on‑premises solutions for data security and control, Milvus—a leading open‑source vector database—offers attractive features for managing high‑dimensional data....
CogniX is an enterprise-level Retrieval-Augmented Generation (RAG) system, designed to manage and semantically analyze millions of documents with precision and efficiency. It represents the forefro...
Welcome to this exciting journey where we merge machine learning with the skies! In this post, we’ll show you how we created a dataset from the FAA manual to fly a hot air balloon—and now it’s time...
I was searching for a dataset to fine-tune an LLM on a specific topic, but I couldn’t find one that met my needs. T This dataset is intended to help fine tune LLMs. When I began fine-tuning langua...
PyMuPDF4LLM is a fantastic tool that makes it super easy to extract text and other information from a variety of file types. It’s especially handy if you’re working on Retrieval-Augmented Generatio...
I’ve was on the hunt for an open-source style transfer implementation able to produce the output I saw on the different papers, after trying several implementations and getting underwhelming output...
Hello everyone! I’m happy to share my first impressions of Whisper, OpenAI’s brand-new speech recognition model that was just released. I’ve tested it over the past few days, I can say that Whispe...
As an AI engineer, monitoring your hardware performance is essential—whether you’re training models on a local Mac or running experiments on a remote GPU server. Two powerful command-line tools hav...
Data visualization is far more than a pretty picture. In high-dimensional spaces (like the 784-dimensional MNIST images), a simple numeric accuracy score doesn’t always reveal which classes might b...