vLLM Semantic Router Releases d3-ultra: A 27B Open Multimodal Decision Model
vLLM Semantic Router released d3-ultra, a 26.09B Apache-2.0 multimodal decision model scoring 87.2 on its own SR-Text benchmark.
Topic
#benchmark
6 篇笔记
bbtree: fastest ordered map
How bbtree, a drop-in replacement for std's BTreeMap, cuts cache misses, instructions and cache coherence traffic, and how it is kept correct.
There's no reason for software to be slow anymore
📝 摘要 Dan Luu 论证 AI 编码智能体（coding agents）已将软件性能优化的成本降低了多个数量级——过去需要专业性能工程师数天/数周完成的工作，现在普通人输入几句话即可完成。文章通过多个案例展示这一趋势：FRE 正则引擎的 AOT 编译器切换为 ripgrep 带来 7% 提速；Azul 游戏 AI 借助 LLM 实现多线程和 10-20 项手工难以完成的优化，远超人工编写的…
Running a Software Factory Efficiently at Uber Scale
Post author: @udaykiranIntroductionAI tools are now embedded in every phase of software development at Uber. More than 70% of pull requests ...
Harbor Framework 深度调研
Harbor Framework 深度调研 一句话概括：Harbor 是一个开源框架，用于在容器化沙箱环境中评估和优化 AI Agent 及 LLM——从跑 benchmark、生成 RL rollout 到 prompt 优化，一站式解决。 |---| | GitHub | harbor-framework/harbor | | Stars | 4,500 | | License | Apach…
We broke the frontier in agent memory: Introducing ~99% SOTA memory system.
Supermemory 团队发布 ASMR (Agentic Search and Memory Retrieval) 技术，在 LongMemEval 基准测试达到 ~99% 准确率，无需向量数据库或嵌入