Top Tweets for #SGLANGSUMMIT
在旧金山泡了一整天 SGLang Summit @lmsysorg @sgl_project #SGLangSummit，分享几个现场嘉宾收录到的观点～
1️⃣ 开源推理正在变成「联盟式基础设施」。SGLang 发布 v1.0，同时成立 Consortium，NVIDIA、AMD、Google、Meta、Intel 等坐到一张桌子上共建路线图。这个味道很熟悉：开源协议 + 生态共治，很像 crypto 早年的路径。
2️⃣ 竞争焦点从「拼智能」转向「拼速度和效率」。Agent 时代最大的痛点是慢，芯片厂、云厂都在把适配��接合进开源上游。数据中心不好建，软件效率就是新的算力。
3️⃣ CPU 重新变得重要。Agent 带来大量独立于 GPU 的 CPU 需求，硬件格局不只是 GPU 一家的故事。
4️⃣ 强化学习规模化的瓶颈不在算力，而在训练环境、验证器和「研究品味」。AI 能更快跑实验，但判断什么值得做，仍然是人的护城河。
5️⃣ 飞轮已经转起来：Agent 越强 → kernel 越好 → 推理越快 → Agent 更强。
但是这活动现场的人气，让我想起了几年前的 crypto events，，，
#SGLangSummit Day 1 is in full swing 🔥 Packed talks, full workshops, buzzing expo floor.
When Day 2 wraps tomorrow, keep the conversations going at our rooftop matcha mixer 🍵 with @QueritAi, for researchers, engineers & founders!
Space is limited. RSVP now (link in the comments!)
Here’s the 95-second explainer playing at our booth 👇
A quick look at SGLang HiSparse, why memory capacity and fast KV-cache access still matter for sparse attention, and where Netpreme X-Mem™ fits in.
Come chat with us at #SGLangSummit!
We’re at SGLang Summit! 👋
At Fort Mason today or tomorrow? Stop by the Netpreme booth to say hi and chat about KV cache, memory tiering, and the memory challenges behind AI inference.
#SGLangSummit #AIInfrastructure
The SGLang workflow you already know now runs on AWS Trainium.
SGLang-Neuron: serve models and generate RL rollouts on Trainium — same server, same APIs, native PyTorch through TorchNeuron. @sgl_project #SGLangSummit https://t.co/SlJDFnaisy
Day 1 at #SGLangSummit going strong! Just now on the Main Stage:
• Ying Sheng (@ying11231) announces SGLang v1.0: faster inference, better memory use, & flexible scaling for prod
• Banghua Zhu (@BanghuaZ) introduces Miles v0.2: Production RL across more hardware and workloads
I'm excited to share that I'll be speaking at #SGLangSummit this week!
I'll be sharing our work on speculative decoding at @DecagonAI, including when to choose EAGLE vs. DFlash, the latency-throughput tradeoffs, and where we're headed next.
See you there!
Periodic Labs is heading to #SGLangSummit 2026!
We’re building AI scientists and autonomous labs that learn from real-world experiments. This requires powerful models, robust infrastructure, and a tight feedback loop between ideas and experimental results.
I’ll be talking about how we’re building RL infrastructure for physical experiments—from developing custom trainers and sandboxes from scratch to adapting SGLang to optimize RL workloads.
Excited to see you all there! @sgl_project @radixark
Excited to be speaking at #SGLangSummit 2026 🔥
I'll share how MiniMax works with the open-source inference ecosystem, plus a few things we've learned shipping models at scale.
📍 Fort Mason, SF · Nov 12–13
Come say hi 👋 https://t.co/tEHfP0VBgN
@inco_ai @ArtificialAnlys @zhijianliu Excited to have @inco_ai at #SGLangSummit!
Looking forward to @zhijianliu's deep dive into DFlash and what it takes to build fast, scalable inference for the agentic era. 🚀
Inco is going to #SGLangSummit 2026 🧡
Our open-model endpoints run several times faster than most providers on @ArtificialAnlys. Our co-founder @ZhijianLiu will lead a breakout session on #DFlash and what it takes to build inference for the agentic era, at scale.
🎙️ DFlash and Beyond: How Inco Runs the Fastest Open-Model Endpoints
📍 Nov 12–13, SF
🎟️ https://t.co/AwiKtu6ncO
Coming to the summit? Stop by, say hi, and let's talk about your inference stack.
Welcome to meet your sponsor at #sglangsummit
Proud to welcome our newest sponsors to SGLang Summit.
In just one week since our public announcement, our sponsor lineup has grown from 11 to 36. Thank you to every sponsor helping bring this community together.
Join 2,000+ engineers, researchers, and builders from across the AI ecosystem for technical sessions, hands-on workshops, and the GPU Expo.
Hear from Lip-Bu Tan, Lilian Weng, Soumith Chintala, Aravind Srinivas, and more. Meet the teams building across AI hardware, infrastructure, models, and applications.
🗓️ November 12–13, 2026
🌉 Fort Mason, San Francisco
🎟️ Get your tickets: https://t.co/7C6TzrkJYV
#SGLangsummit is coming, helping friends at @radixark call for registration🙌
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@OpenAI
@thinkymachines
@nvidia
@GoogleDeepMind
@AIatMeta
And more
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