Nemo Evaluator SDK

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NeMo Evaluator SDK Enterprise LLM Benchmarking Quick Start NeMo Evaluator SDK evaluates LLMs across 100+ benchmarks from 18+ harnesses using containerized, reproducible evaluation with multi backend execution (local Docker, Slurm HPC, Lepton cloud). Installation : Set API key and run evaluation : View available tasks : Common Workflows Workflow 1: Evaluate Model on Standard Benchmarks Run core academic benchmarks (MMLU, GSM8K, IFEval) on any OpenAI compatible endpoint. Checklist : Step 1: Configure API endpoint For self hosted endpoints (vLLM, TRT LLM): Step 2: Select benchmarks Add tasks to your config: Step 3: Run evaluation Step 4: Check results Workflow 2: Run Evaluation on Slurm HPC Clu…