ReleaseInclusionAI (Ant Group)InclusionAI (Ant Group)published Nov 20, 2025seen Jun 26

inclusionAI/asystem-awex v0.1.0

inclusionAI/asystem-awex

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v0.1.0

Repository: inclusionAI/asystem-awex

Tag: v0.1.0

Published: 2025-11-20T03:44:39Z

Prerelease: no

Release notes:

What's Changed

  • feat: add basic util for meta server by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/1
  • feat: add meta server for weights meta exchange by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/2
  • test: add http meta server tests by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/3
  • feat: add util to create extra weight exchange nccl process group by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/4
  • feat: add util to check weights diff for weights validation by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/5
  • feat: add weights exchange statistics compute util by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/6
  • feat: add util to check train-infer weight meta consistency by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/7
  • feat: add setup_batch_isend_irecv util to setup nccl batch send/recv by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/8
  • feat: add rank info struct by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/9
  • feat: add sharding strategy by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/10
  • feat: add sglang sharding strategy by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/11
  • feat: add megatron sharding strategy by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/12
  • feat: add weight meta struct def by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/13
  • feat: add weight meta resolver to collect and build meta info for weights f… by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/14
  • feat: add infer meta resolver by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/15
  • feat: add training meta resolver by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/16
  • feat: add more utils for awex by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/17
  • feat: add megatron weight converter by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/18
  • feat: add sglang weight converter by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/19
  • feat: refine param sharding by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/20
  • refactor: move meta resolver to meta package by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/21
  • feat: add customize process group support by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/22
  • refactor: move common util to util package by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/23
  • fix: fix meta server test by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/24
  • fix: fix imports for meta package by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/25
  • fix: fix weights_converter by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/26
  • reaf: add model registry by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/27
  • feat: add basic gpu utils by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/28
  • feat: add basic system utils by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/29
  • chore: add transfer plan tests by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/30
  • feat: add weights writer by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/31
  • feat: add nccl weights writer by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/32
  • feat: add weights reader by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/33
  • feat: add nccl weights reader for separate mode by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/34
  • feat: add nccl weights reader for colocate mode by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/35
  • feat: add astate weights reader/writer by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/36
  • feat: add ling model support by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/37
  • refactor: make nccl transport stateful for future cuda graph opt by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/38
  • feat: add nccl concurrent batch transport with multi cuda stream by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/39
  • fix: fix cuda stream and clean code by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/40
  • feat: decouple train and infer dependency to run on different image by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/41
  • chore: add tensor utils test by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/42
  • chore: add weight utils test by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/43
  • feat: add infer config and use it instead of server args by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/44
  • feat: add tensor util by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/46
  • feat: add transfer plan by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/47
  • feat: add customized logging since sglang/mcore override logging by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/48
  • feat: add train/infer engine abstraction by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/49
  • feat: add sglang engine integration by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/50
  • feat: add megatron engine integration by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/51
  • chore: add more checks for execute_task_in_model_worker by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/52
  • chore: lint code by ruff by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/53
  • feat: add license header by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/54
  • refactor: rename backend to engine by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/55
  • refactor: refine config and engine API by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/56
  • chore: add meta resolver test by @chaokunyang in https://github.com/inclusionAI/asystem-awex/pull/57
  • fix: fix rename hg_config by @chaokunyang in...

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