Issues

• [Feature]: 接入 SWE-Smith Code Agent 与 Qwen3.5/3.8 RL 文本模型

  mindspore-ai/hyper-parallel#1099 · Filter by author haiyangxin opened on Oct 11, 2026

• [RFC]: LLM dense/MoE 通用训练日志与吞吐计算口径

  RFC
  mindspore-ai/hyper-parallel#1091 · Filter by author xingleixu123 opened on Oct 10, 2026

• [RFC]: activation swap 性能优化

  mindspore-ai/hyper-parallel#1079 · Filter by author JiaqiSong-99 opened on Oct 10, 2026

• [Feature]: muon 优化器支持 optimizer-state swap

  feature
  mindspore-ai/hyper-parallel#1077 · Filter by author JiaqiSong-99 opened on Oct 10, 2026

• [Feature]: 支持 DeepSeek-V4.1 head-wise Muon 与 Sinkhorn 优化器组合

  mindspore-ai/hyper-parallel#1064 · Filter by author townwish4git opened on Oct 9, 2026
  1

• [Feature]: 特性分支 trainer_dev 回合 master：新增 DeepSeek 系列与 Kimi 系列模型支持

  feature
  mindspore-ai/hyper-parallel#1061 · Filter by author yaoyifanx opened on Oct 9, 2026

• Linear 低精度策略重构，归一对外replacement配置

  mindspore-ai/hyper-parallel#1054 · Filter by author LiuYoLi opened on Oct 9, 2026

• [Bug]: Ascend910B Torch smoke 用例在 CANN 9.2 / PTA 2.12 环境下失败

  bug
  mindspore-ai/hyper-parallel#1044 · Filter by author xingleixu123 opened on Oct 2, 2026

• JT 模型在 Hyper/Reference 对齐归因

  mindspore-ai/hyper-parallel#1039 · Filter by author hf1s opened on Sep 29, 2026

• [RFC]: HyperParallel 统一补全 .nv-meta 在线/离线数据源能力

  mindspore-ai/hyper-parallel#1024 · Filter by author xingleixu123 opened on Sep 28, 2026

• [Feature]: KDA AllGather 与 Ulysses/P2P 混合上下文并行

  mindspore-ai/hyper-parallel#1022 · Filter by author xuxl1008 opened on Sep 28, 2026

• feat： DeepSeek V4.1 预训练融合算子接入与验证

  mindspore-ai/hyper-parallel#1017 · Filter by author xuxl1008 opened on Sep 28, 2026

• RFC: 支持 Megatron Indexed Dataset 格式兼容加载与适配

  mindspore-ai/hyper-parallel#1002 · Filter by author Hephaestus-06 opened on Sep 24, 2026

• [Feature]: 支持codegen

  mindspore-ai/hyper-parallel#967 · Filter by author shawny999 opened on Sep 23, 2026
  2

• feat(rl): support Qwen3 MoE, single-turn code and agent episodes

  mindspore-ai/hyper-parallel#965 · Filter by author haiyangxin opened on Sep 23, 2026

• Backport Multicore MegaKernel stack to trainer_dev

  mindspore-ai/hyper-parallel#959 · Filter by author davidhe91 opened on Sep 22, 2026

• [Feature] Fused Lightning-Indexer path for the CSA compressed indexer chains

  mindspore-ai/hyper-parallel#952 · Filter by author weich97 opened on Sep 22, 2026
  2

• [Feature]: 支持 DeepSeek-V3 MLA 的 Ulysses CP 与 TP 组合

  mindspore-ai/hyper-parallel#951 · Filter by author xuxl1008 opened on Sep 22, 2026

• [Bug] deepseek-v4.1-preview：CSA 路径 selective activation checkpointing 不可用（缓存张量 mutation 崩溃 + 配置开关静默丢失）

  mindspore-ai/hyper-parallel#937 · Filter by author weich97 opened on Sep 21, 2026

• [RFC] DeepSeek-V4.1 DSpark（mtp.*）可训练 drafter 接入

  mindspore-ai/hyper-parallel#927 · Filter by author weich97 opened on Sep 21, 2026

• TND 下 DSA 的 softmax 统计量重排开销大且依赖全局位置，需要 FA 直接输出 TND 排布

  mindspore-ai/hyper-parallel#924 · Filter by author UtopiaFable opened on Sep 21, 2026

• [Feature]: DSA CP 头尾折叠（load balance）支持两阶段与 TND 布局

  mindspore-ai/hyper-parallel#923 · Filter by author UtopiaFable opened on Sep 21, 2026

• 【RFC】MS Chunk KDA 算子接入说明

  mindspore-ai/hyper-parallel#920 · Filter by author 1372298 opened on Sep 21, 2026

• Fix stale strategy state and trainer resource lifecycle

  mindspore-ai/hyper-parallel#892 · Filter by author townwish4git opened on Sep 20, 2026

• [Feature]: support DeepSeek-V4.1 clamped SwiGLU in MegaMoe

  mindspore-ai/hyper-parallel#856 · Filter by author yjkyjkyjk opened on Sep 18, 2026