SGLang v0.5.15 Released
ying11231 · x · 2026-07-15
The quoted post highlights the release of SGLang v0.5.15, focusing on optimizations for production-grade inference services.
This update includes:
- Production tuning for GLM-5.2 NVFP4, achieving 500+ tok/s/user on 8x B300 and 450 tok/s/user on 4x GB300 (bs=1)
- Plans to share run commands and full technical details in upcoming threads and blogs
- Added support for multiple new models: Hunyuan 3, HRM-Text, NVIDIA LocateAnything-3B, Baidu Unlimited-OCR, JoyEcho, Qwen3.6
- Other major updates: Breakable CUDA Graph default capture path, built-in web search (powered by Exa), decode context parallelism for MLA models, and FlashInfer all-to-all
Related event: SGLang v0.5.15 tunes GLM-5.2 serving to 500+ tok/s on 8×B300(6 posts)→
More from Infra
- AI chip startup Tenstorrent raises $1.5B at $6.2B valuation, more than doubling — Beth_Kindig · 2026-10-27
- Anthropic discloses up to $120.5B SpaceX compute deal, ~$3.1B monthly at full capacity — XFreeze · 2026-10-27
- Satire: swapping Raft for an LLM-style decision model tanks write throughput 99.98% — irombie · 2026-10-27
- Cadence joins the domain-specific AI model camp for chip design — karlfreund · 2026-10-27
- Qdrant builds Universal I/O to run vector search mmap code on object storage — qdrant_engine · 2026-10-27
- Nebius secures $3.5B Citi financing facility for GPU purchases and AI data centers — Beth_Kindig · 2026-10-26