Individual skill
model-compute-simulation
Build an operator-level compute template for an LLM and estimate FLOPs/MFU for a serving shape. Use when you need tensor shapes, per-op FLOPs, kernel-to-op MFU mapping, or parallelism what-if analysis.
skills/model-compute-simulation/SKILL.md
Source commit b47f67f4ceeb7cca1afc4df8ac5110a5fe2b8ad1
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- Last checked
- Nov 10, 2026
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SKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesSKILL.mdcore · 18,121 bytesreferences/gpu-specs.jsonasset · 3,480 bytesreferences/model-config-index.jsonasset · 56,346 bytesscripts/config_normalization.pyruns · 4,391 bytesscripts/extract_compute_flow_from_trace.pyruns · 38,118 bytesscripts/model_compute_simulator.pyruns · 76,080 bytes
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