[Roadmap] Primus-Turbo Roadmap H1 2026

[xiaobochen-amd]

This roadmap is the H1 2026 development plan of Primus-Turbo.

Note: The roadmap is flexible and will be updated over time based on project needs and community input.

Release Overview

Version	Framework	Status	Date
v0.3.0	PyTorch + JAX + ROCm7.x	🚧 In Progress	TBD
v1.0.0	Planning	Planning	TBD

Detailed Plans

v0.3.0 (In Progress)

Focus

• Introduce FP4 foundational support.
• Performance optimization for FP16/BF16 and FP8.
• Support JAX frontend.

Features

• Attention
  • Unified Sequence Parallel
• GEMM:
  • MXFP4
  • Performance optimization
• GroupedGEMM
  • Add Hipblaslt Multi-Stream backend
  • Performance optimization
• MoE TokenDispatcher
  • Add UCCL backend
• Dist
  • Support sDMA
• AutoTune
• JAX

v1.0.0 (Planning)

Focus

• New Hardware.
• Key operators provide strong out-of-the-box performance.
• Key operators support deterministic for RL.
• Support diffusion model key operators like sparse/linear attention.

Past Roadmap

Primus-Turbo Roadmap H2 2025