Perplexity has officially launched its Comet AI web browser to everyone for free. At this time, Comet is only available as a ...

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

Learn how to implement the AdaMax optimization algorithm from scratch in Python. A great tutorial for understanding one of the most effective optimizers in deep learning.

AWS Lambda provides a simple, scalable, and cost-effective solution for deploying AI models that eliminates the need for ...

Local LLMs are finally catching up in quality, and with NVIDIA’s optimizations on RTX PCs, tools like Ollama, LM Studio, ...

[2025/09/01] Added training and inference instructions. [2025/08/27] Released source code. [2025/08/24] CityDreamer4D accepted by TPAMI. [2025/01/16] Released the CityTopia dataset. [2025/01/15] ...

Thanks for the work on this project, it makes installing ROCm libraries and PyTorch faster and helps development work. I have two questions / feature suggestions to further improve the developer ...

In this advanced DeepSpeed tutorial, we provide a hands-on walkthrough of cutting-edge optimization techniques for training large language models efficiently. By combining ZeRO optimization, ...