Magpie compatibility matrix

2026-07-22

1 min read time

Applies to Linux

This topic lists the known version requirements for Magpie. It covers hardware and software requirements and captures only versions that have been verified and tested.

GPU	ROCm	Python	Ubuntu	PyYAML	NumPy	MCP
MI300X, MI325X, MI355X	7.0.x, 7.1.x, 7.2.x	3.10–3.13	22.04, 24.04	>= 6.0	>= 1.24.0	>= 1.0.0

• GPUs are verified using the bundled benchmark scripts in Magpie/scripts/benchmark/.

• Python versions are declared in pyproject.toml; the minimum is 3.10.

• MCP (mcp) is required only for the MCP server.

• IntelliKit integrations are optional (pinned commit 3f45cd314d455b652a1246678511b40547fe521e).

Profilers and optional tools

The following profiling tools and optional packages extend Magpie’s capabilities.

Tool	Version	Notes
rocprof-compute	>= 3.2.3	AMD performance profiling. See the install guide.
IntelliKit Metrix	3f45cd314d455b652a1246678511b40547fe521e	Optional AMD profiling integration. Install with .[metrix] or .[intellikit].
IntelliKit Accordo	3f45cd314d455b652a1246678511b40547fe521e	Optional AMD correctness integration. Install with .[accordo] or .[intellikit].

Note

The IntelliKit integrations (Accordo and Metrix) are optional/experimental. Magpie primarily relies on ROCm libraries.

Framework benchmark compatibility

Benchmark mode runs against external inference frameworks with the following supported model precisions.

Framework	Supported precisions	Notes
vLLM	fp8, fp16, bf16, fp4	Default precision is fp8.
SGLang	fp8, fp16, bf16, fp4
Atom	fp8, fp16, bf16, fp4	Single-node v1.