本文聚焦27B混合大模型中Gated DeltaNet结构的NVFP4 W4A4量化实践，深入分析其在4bit下保持稳定的核心机制：门控更新限制误差指数传播、硬门截断抑制噪声累积、加法状态更新缓解误差放大、激活 ...
DeltaNet allows Delta Air Lines employees and authorized contractors to access internal resources, and in this guide we’re going to show you how to log in to DeltaNet on your device. Open Chrome, Edge ...
Lucas Kloberdanz-Dyck is a writer for Collider. He grew up creating lists, stories, and worlds, which led to his love of anime and video games. He attended Sheridan College where he earned an Honours ...
最近，月之暗面 kimi 正式开源 Kimi K3 完整模型权重，Kimi K3 是一款总参数量达 2.8 万亿、上下文窗口达 100 万 token 的 MoE 大模型，更是全球首个落地的近 3 万亿参数级开源大模型，引起业界热议。
本系列围绕 Qwen3.5 的线性注意力机制展开，分三集从动机、模型结构和机制细节三个层次讲解。 第一集讲为什么 KV Cache 正在从推理缓存变成 AI Infra 问题；第二集讲 Qwen3.5 的模型轮廓、原生多 ...
※英語でのトークを翻訳しています。 画像生成モデルによる視覚認識タスクへの挑戦 Gated DeltaNet-2の話をします。トランスフォーマーを新しいアーキテクチャに置き換えるトレンドがあり ...
本内容遵循CC 4.0 BY-SA版权协议 你有没有试过让一个大模型连续处理几十页PDF，然后问它第17页右下角那个小表格里第三行第二列的数值是多少？大概率它会卡壳，或者干脆编一个。传统Transformer ...
NVIDIA-researchers have submitted Gated DeltaNet-2 to arXiv, giving the race about State-Space Models (SSMs) a new claim about cleaner memory updates. NVIDIA also published the official PyTorch ...
Linear attention replaces the unbounded KV cache of softmax attention with a fixed-size recurrent state. This cuts sequence mixing to linear time and decoding to constant memory. The hard part is not ...
Recommend using vllm-ascend docker images with pre-installed vllm-ascend and triton-ascend (as baseline). This repo provides "plug-in" style patch compatile with vllm 0.18 and 0.19, without needing to ...
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