deepspeedai / deepspeedai/DeepSpeed
[Roadmap] DeepSpeed Roadmap Q1 2026
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Since Nov 26, 2025.
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Description
This is a living document! For each item here, we intend to link the RFC as well as discussion Slack channel in the DeepSpeed Slack.
New Accelerator Support
- DeepSpeed support on TPU
Emergent Model Architectures
- SuperOffloading for Mixture-of-Expert (MoE) Training
Reinforcement Learning
- DeepSpeed backend integration as the training engine for verl
New Optimizer Support
- Muon Optimizer Support for ZeRO3
Software quality
- CI
- V1 release
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
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