sglang-1-bit-turbo

Placeholder skill description.

Verifies whether a requested ROCm-DS workflow is officially supported, source-build feasible, or experimental on the target system.

Migrates pandas-like workflows to hipDF and cudf.pandas style acceleration, auditing for unsupported features.

Leverages GPU acceleration to process and analyze complex graph structures using hipGRAPH. Note: hipGRAPH is early access.

Utilizes the HIP Memory Manager (hipMM) for advanced GPU memory pooling, efficient allocation, and data movement.

Utilizes hipRAFT for foundational, reusable GPU-accelerated primitives like clustering, dimensionality reduction, and statistical operations.

Selects, builds, benchmarks, and validates hipVS ANN indexes and query paths for ROCm-DS workloads.

Handles installation and source compilation of ROCm-DS components via conda, PyPI, or source builds.

Classifies and routes tasks to the appropriate ROCm-DS component (hipDF, hipVS, hipGRAPH, hipRAFT, hipMM) based on workload requirements.