Emerging Technologies Focus: AI
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Getting started with PyTorch and Triton on AMD GPUs using the Red Hat Universal Base Image
In a prior blog post, we provided an overview of the Triton language and its ecosystem. Triton is a Python based DSL (Domain Specific Language), compiler and related tooling designed for writing efficient GPU kernels in a hardware-agnostic manner, offering high-level...
User experience and its importance in adoption of democratized AI
"An intuitive and accessible UI is critical to even the most powerful AI system" As artificial intelligence (AI) continues to evolve, its influence spans across industries, transforming operations and enhancing decision-making processes. At this point in time, I...
Democratizing AI Accelerators and GPU Kernel Programming using Triton
Red Hat’s Emerging Technologies blog includes posts that discuss technologies that are under active development in upstream open source communities and at Red Hat. We believe in sharing early and often the things we’re working on, but we want to note that unless...
Evaluating the performance of Large Language Models
In the field of natural language processing (NLP), large language models (LLMs) have become crucial for various applications. These models are widely adopted by enterprises, signaling a shift in how we use and gain insights from available data. However, putting these...
Optimizing development with the time to merge tool
Organizations are dedicating significant resources to produce and distribute top-quality software at a more accelerated pace due to the growing competition in the software market (source). To achieve this goal, they use practices such as Continuous Integration (CI),...