IEEE

Efficient Uncertainty Quantification for 3-D MT Inversion via Variational Inference

Abstract: We present an efficient method for uncertainty quantification in 3-D magnetotelluric (MT) inversions based on variational inference principles and the variational autoencoder (VAE) framework ...
GitHub

PyCon_KR_2025_Tutorial_vLLM /src

INFO 07-15 21:27:10 [config.py:841] This model supports multiple tasks: {'reward', 'classify', 'embed', 'generate'}. Defaulting to 'generate'. WARNING 07-15 21:27:10 [config.py:3320] Your device 'cpu' ...
marktechpost

An End-to-End Coding Guide to NVIDIA KVPress for Long-Context LLM Inference, KV Cache Compression, and Memory-Efficient Generation

In this tutorial, we take a detailed, practical approach to exploring NVIDIA’s KVPress and understanding how it can make long-context language model inference more efficient. We begin by setting up ...
IEEE

Adaptable Variational Information Bottleneck for Task-Oriented Edge Inference

Abstract: This paper studies task-oriented communication for cooperative edge inference in wireless sensor networks, where multiple edge devices transmit compact feature representations to a central ...
Wall Street Journal

An Inside Look at OpenAI and Anthropic’s Finances Ahead of Their IPOs

OpenAI and Anthropic are racing toward potentially record-breaking initial public offerings by the end of the year. An inside look at the financials of both companies prior to funding rounds completed ...
GitHub

Intel Arc Pro B70 LLM Inference Server — Ubuntu Server Edition

Ubuntu Server 24.04 LTS install. For the Windows installer, see arc-pro-b70-inference-setup-windows. Automated setup script for running LLM inference on Intel Arc Pro B70 GPUs with llama.cpp SYCL — ...
The Next Platform

Nvidia Software Pushes MLPerf Inference Benchmarks To New Highs

For years, co-founder and chief executive officer Jensen Huang and other higher-ups at Nvidia have been banging on the message that the company is more than its GPUs, that the chips that have become ...
archive

Stastical Inference I Revised Edition of Introduction to Statistical Inference

Ask the publishers to restore access to 500,000+ books. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive headquarters building ...