PinnedRustem GlueLLM evaluation for RAG applicationsRecently, I’ve immersed myself in the world of LLMs and generative AI. My goal was to integrate open-source LLMs with external knowledge…Apr 17Apr 17
PinnedRustem Glue2023 highlights of computer vision progressThis year has been a journey full of learning and experimentation in the world of computer vision and deep learning. In this article, I’m…Dec 26, 20231Dec 26, 20231
PinnedRustem GluePractical hyper-parameter tuning for any deep neural netWhether you’re fine-tuning YOLO, EfficientNet or Unet, hyper-parameter tuning with ASHA can help reduce search time and improve metrics.Oct 4, 2023Oct 4, 2023
Rustem GlueHow to share ML experiments and code - Part IIIn the second part of our series, we’ll explore how to elevate your machine learning project documentation using powerful plugins. These…Jun 7Jun 7
Rustem GlueHow to share ML experiments and codeNarrative-driven documentation in machine learning helps reach more people by making experiment results and code easily understandable.May 30May 30
Rustem GlueFrom notebooks to agents: Evolution of GPU workflows in deep learningExplore the transformative journey from the simplicity of Jupyter notebooks to the cutting-edge efficiency of remote agents in GPU…Mar 20Mar 20
Rustem GlueDetect and classify with zero labels and codeIn part two of our series, we build on our progress from selecting key video frames. Now, we focus on the critical tasks of labeling these…Feb 9Feb 9
Rustem GlueTfIdf + Naive Bayes beat neural netsLimited by tight speed requirements of a contest, we’ve built a text classifier that runs at less than 10ms on cpu per one file and exceeds…Nov 22, 2023Nov 22, 2023
Rustem GlueinAI MindEfficient Frame Extraction for Video Object AnnotationData labeling is crucial but time-consuming. Imagine if we could label less and achieve more accuracy. Smart frame selection is the answer…Aug 15, 2023Aug 15, 2023
Rustem GlueZero-training object detectionWith zero-training approaches, object detection becomes faster, more flexible, and adaptable to real-world scenarios. By eliminating the…Jul 10, 20231Jul 10, 20231