PyTorch中国峰会强调开源加速AI发展
PyTorch中国峰会分享开源如何加速AI发展，Shopify生产环境案例很实用。
PyTorch基金会执行总监在上海峰会上表示，开源能加速AI硬件、模型架构和推理引擎的演进。他以Shopify在生产环境中使用智能体为例，说明失败数据如何通过PyTorch反馈到训练中，配合vllm_project提升模型性能。Mark在题为"在开放中构建前沿智能"的演讲中强调了跨硬件、模型和推理协调的重要性。
The faster the information can flow, the faster the progress can be made, and that’s exactly where open source really shines.”
At PyTorch Conference China 2026, PyTorch Foundation Executive Director @sparkycollier drove home the value of open source as AI hardware, model architectures, and inference engines evolve rapidly.
In his keynote, “Building Frontier Intelligence in the Open,” Mark describes the challenge as one of coordination across hardware, models, and inference, with the flow of information as a potential bottleneck.
As a concrete example, Mark discusses @Shopify's use of agents in production, where failures can feed back into training with PyTorch and serving with @vllm_project as the model improves.
Mark's full keynote from Shanghai: https://t.co/K3m5QNMI5u Register for PyTorch Conference North America, October 20–21 in San Jose: https://t.co/68oMjJw30w