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feat(hip): AMD ROCm/HIP port, INT8 KV cache, and runtime VRAM stability - #7

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rahulbtc:port/amd-rocm-hip-int8-kv

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feat(hip): AMD ROCm/HIP port, INT8 KV cache, and runtime VRAM stability#7
rahulbtc wants to merge 3 commits into
simplexai-labs:mainfrom
rahulbtc:port/amd-rocm-hip-int8-kv

Commits on Oct 11, 2026
- feat(hip): port PolyStrata engine to AMD ROCm/HIP for gfx1100
  rahulbtc
  committed
  cc5980b
- feat(poly): implement INT8 KV cache with attention parity on AMD gfx1100
  rahulbtc
  committed
  96afcf9
- fix(poly): avoid premature expert eviction under ROCm HIP graph allocation in mind_vram()
  rahulbtc
  committed
  db467ef