Month 2026-04 – Focused on expanding deployment options and improving deployment usability for MiMo-series on the sgl-jax runtime. Key work included enabling TPU deployment support for MiMo-V2.5-Pro and simplifying deployment guidance by making DP attention default and removing the --enable-dp-attention flag. These efforts, together with updates to the sgl-jax cookbook/docs, enhanced hardware flexibility, reduced configuration friction, and clarified user guidance, delivering tangible business value in faster deployment, improved reliability, and smoother adoption of new MiMo variants.

December 2025: Delivered TPU Support Documentation for SGLang-JAX in kvcache-ai/sglang, providing system requirements, supported features, installation steps, and performance optimization guidance to enable reliable TPU acceleration for researchers and production workloads. This work reduces onboarding time and increases adoption of TPU-enabled SGLang-JAX pipelines. The change is tracked in commit a7a4b1755d1b6eb7b04925f8453647368c029487 ([Doc][TPU]add sglang-jax tpu docs (#15056)).

April 2025 — Stabilized and optimized the Furion-cn/sglang stack with a focus on startup reliability, memory safety, and deployment automation. Key work included (1) Scheduler Initialization Cleanup to simplify startup by removing the unused attn_tp_cpu_group init, reducing maintenance burden; (2) KV Buffer Memory Management Improvements introducing memory availability checks, prefill validation, and explicit allocate/free operations along with statistics retrieval to prevent OOM during request processing; and (3) CI/CD Workflow Enhancements for PRs, Merges, and Benchmarking—refined PR triggers, enabled merge-based deployments to staging, and added manual benchmarking via workflow_dispatch with configurable concurrency and branch-context in benchmarks. These changes deliver faster, safer deployments, improved runtime reliability, and better performance visibility across staging and production.