These local LLMs are changing the game in lots of fun ways.
Abstract: The increasing emphasis on spiritual well-being in contemporary society has fueled a growing demand for empathetic dialogue generation. While large language models (LLMs) have demonstrated ...
Abstract: 6G networks promise revolutionary immersive communication experiences including augmented reality (AR), virtual reality (VR), and holographic communications. These applications demand ...
When you try to incorporate generative AI into your business, you hit a cost wall quite early. That is the cost of inference. As you start using the APIs for ChatGPT or Claude, the costs grow faster ...
When trying to run an LLM in a local environment (such as a home PC or laptop), why do Dense models like Gemma 4 31B or Qwen3.6-27B often generate more buzz than MoE models with larger total parameter ...
NVIDIA Nemotron-Labs-Diffusion is a new tri-mode language model that eliminates the separate draft model in speculative ...
Nemotron-Labs-Diffusion, NVIDIA’s new tri-mode language model, eliminates the separate draft model in speculative decoding: ...
We note that our work focuses on architectural comparisons rather than competing with recent SLM developments (e.g., SmolLM, MobileLLM). Our analysis isolates the fundamental advantages of ...
description [ICML 2026][语义分割][图像分割] 本文指出当前基于 query 的 LLM-conditioned 分割是"propose-then-select"——候选 mask 往往已经够准,错就错在选不对;为此提出 FlowSeg,让 LLM 条件嵌入在 decoder ...