PyTorchCon Demo Theater 展出 14 场厂商演示，涵盖推理、编译器与部署
PyTorchCon 下午还有 IBM、Modal、Red Hat 等 5 场演示，从 vLLM 集成到量化实测，日程表可以直接查。
PyTorchCon 的 Demo Theater 共安排 14 场赞助商演示，主题集中在训练、推理、编译器和部署。下午日程包括 IBM 演示 Spyre 与 PyTorch、vLLM 的集成，以及保险理赔和文档智能案例。Modal 通过 Street Fighter III 实机游戏演示低延迟推理和 LLM 后训练。Red Hat 在负载下测试量化与投机解码的性能、成本和质量权衡。Arm 展示用 PyTorch、ExecuTorch、vLLM 和 Arm Device Connect 把自然语言请求接入物理硬件。
Today's Demo Theater at #PyTorchCon features 14 sponsor presentations on training, inference, compilers, and deployment. Here's what's still ahead this afternoon:
2:00–2:10 PM: IBM presents Spyre’s integration with PyTorch and vLLM, alongside insurance claim processing and document intelligence demos.
2:15–2:25 PM: Datadog examines job-centric observability for Ray training failures.
2:30–2:40 PM: Modal demonstrates low-latency inference and LLM post-training through live Street Fighter III gameplay.
3:55–4:05 PM: Arm connects natural language requests to physical hardware using PyTorch, ExecuTorch, vLLM, and Arm Device Connect.
4:10–4:20 PM: Red Hat tests quantization and speculative decoding under load to examine performance, cost, and quality trade-offs.
All sessions are in the Community Expo on the Concourse Level.
View the Demo Theater schedule: https://t.co/Sn5gpWxGHO
