Maiya 200 This is Microsoft’s new in-house AI accelerator designed to perform inference in Azure datacenters. It targets the cost of token generation for large language models and other logic …
Tag:
Inference
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Microsoft’s next-generation AI chip, the Maia 200, highlights the growing need for inference-focused chips as reasoning and agentic AI increasingly dominate AI workflows. The cloud provider unveiled the new accelerator …
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Machine Learning
Training costs are going down – inference costs are rising: 6 types of inference that will save your AI budget
Author(s): Tanveer Mustafa Originally published on Towards AI. Training costs are going down – inference costs are rising: 6 types of inference that will save your AI budget We’re seeing …
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Generative AI
Meet LLMRouter: an intelligent routing system designed to optimize LLM inference by dynamically choosing the best-fit model for each query.
LLMRouter is an open source routing library from the U Lab at the University of Illinois Urbana-Champaign that treats model selection as a first-order system problem. It sits among a …
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AI Tools
Coding implementation of a full hierarchical Bayesian regression workflow in NumPyro using JAX-driven inference and posterior predictive analysis
In this tutorial, we explore Hierarchical Bayesian Regression NumPyro And complete the entire workflow in a structured manner. We start by generating synthetic data, then we define a probabilistic model …
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AI Tools
NVIDIA and Mistral AI bring 10x faster inference to Mistral 3 family on GB200 NVL72 GPU systems
NVIDIA today announced an important expansion of its strategic cooperation With Mistral AI. This partnership coincides with the release of the new Mistral 3 Frontier Open model family, a significant …
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Author(s): Tushar Vatsa Originally published on Towards AI. Credit : www.veracity.com In previous postWe explored how KV cache optimization impacts inference performance. Using the Phi-2 model as an example, we …