WorkloadTruth CLI is a command-line tool that analyzes GPU telemetry data to automatically classify workloads as either inference or training. It requires no changes to the target application and works by examining low-level metrics from NVML and CUDA. Designed for MLOps, AI governance, and FinOps use cases, it helps teams better understand and manage their compute resources.
workloadtruth-cli is an AI & ML product. Accurately identifying whether a GPU workload is performing inference or training without modifying the application code. It is built as an open-source project for ML engineers and MLOps teams. workloadtruth-cli is open source under the Apache-2.0 license. The product ships for the command line.
Behind workloadtruth-cli is Rudrendu Paul, and the product first shipped in 2026. Development happens publicly on GitHub with 4 commits in the last 90 days. Key capabilities include GPU Telemetry Analysis, Inference Detection, and Training Detection. It exposes integrations via an MCP server.
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