Pathways
PulseAugur coverage of Pathways — every cluster mentioning Pathways across labs, papers, and developer communities, ranked by signal.
- 2026-11-09 product_launch Google has introduced Pathways, a new distributed training system for large-scale AI models. source
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Google unveils Pathways distributed AI training system
Pathways is a novel distributed training system designed to manage large-scale model training across multiple accelerator groups. It utilizes a single controller and a global dataflow graph to coordinate these efforts, …
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Guide to Resilient LLM Pre-Training on Google Cloud
This article provides a guide for protecting large language model (LLM) pre-training from disruptions. It focuses on strategies to mitigate issues arising from hardware failures, software upgrades, and preemptions, part…
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Mixture of Experts: Efficient Large Language Models Explained
The concept of Mixture of Experts (MoE) is explored as a method to create large language models that are computationally efficient. MoE architectures allow a model to selectively activate only a portion of its parameter…
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Google DeepMind unveils Decoupled DiLoCo for resilient AI model training
Google DeepMind has introduced Decoupled DiLoCo, a novel approach to training advanced AI models that enhances resilience and flexibility across data centers. This system can train models like Google's 12B Gemma model a…
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Google launches new TPUs for AI training and inference
Google has unveiled its eighth-generation Tensor Processing Units (TPUs), featuring two specialized chips: TPU 8t for training and TPU 8i for inference. These new chips are designed to enhance the capabilities of AI mod…