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🗓️ The SGLang Summit Community Event Calendar is now live! Explore 20+ community events around the Summit and plan your week in SF.

🛠 Workshops: Get hands-on with new tools and technologies, learn directly from experts, and pick up practical skills you can put to work.

💻 Technical Meetups & Demos: See what teams across the AI stack are building, exchange ideas, and get into the technical details with the engineers behind the work.

🤝 Happy Hours & Community Gatherings: Catch up with fellow builders, meet new people, and continue conversations outside the conference halls.

📍Nov 12-13, Fort Mason
🔗 Register now 👇 luma.com/sglsummit26-ev…

Breakout sessions at SGLang Summit 2026 bring together teams working on the systems around agents, from evaluation and experiments to messaging channels and serving.

Explore the sessions 🧵

📍 Nov 12–13 · Fort Mason, San Francisco
Breakout access included with expo pass: luma.com/sglang-summit

Check out the breakout sessions at SGLang Summit 2026 covering how teams build and scale training systems for models and agents!

📍 Nov 12–13 · Fort Mason, San Francisco
Breakout access included with expo pass: luma.com/sglang-summit

Explore select sessions below 👇
More sessions to be announced

XM-Sparse: Faster Decode with SGLang HiSparse

@netpreme builds memory systems that give GPUs more capacity. Its X-Mem™ uses a high-bandwidth interconnect to fetch offloaded KV faster than host DRAM over PCIe, with more capacity for larger batches.

- Faster decode: 49.25% / 63.58% lower time per token at 20% / 40% KV misses, versus host DRAM. Same 16K context and batch 192/GPU.
- Higher throughput: 2.09–3.04× host DRAM across 16K–1M contexts at 20% misses, using each setup’s best tested batch.

Read the full blog below 👇

Explore the systems behind RL and post-training at SGLang Summit 2026.

Featuring breakout talks on scaling training, mixed GPU fleets, low-precision RL, and improving video models.

Nov 12–13 · Fort Mason
Breakout sessions included with Expo Pass: luma.com/sglang-summit