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Documentation Preview📖 Preview URL: https://NVIDIA-NeMo.github.io/Nemotron/pr-63/ Built from commit 13d3916 |
athitten
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Jan 23, 2026
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| # Stage 3: Evaluation | |||
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| This stage evaluates trained models using [NeMo Evaluator](https://github.com/NVIDIA/nemo-evaluator-launcher), running standard NLP benchmarks to measure model capabilities. | |||
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| This stage evaluates trained models using [NeMo Evaluator](https://github.com/NVIDIA/nemo-evaluator-launcher), running standard NLP benchmarks to measure model capabilities. | |
| This stage evaluates trained models using [NeMo Evaluator](https://github.com/NVIDIA-NeMo/Evaluator/tree/main), running standard NLP benchmarks to measure model capabilities. |
athitten
reviewed
Jan 23, 2026
| | `truthfulqa` | Truthfulness evaluation | | ||
| | `gsm8k` | Grade school math | | ||
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| See [NeMo Evaluator](https://github.com/NVIDIA/nemo-evaluator-launcher) for the full list of available tasks. |
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| See [NeMo Evaluator](https://github.com/NVIDIA/nemo-evaluator-launcher) for the full list of available tasks. | |
| See [NeMo Evaluator](https://github.com/NVIDIA-NeMo/Evaluator/tree/main) for the full list of available tasks. |
athitten
reviewed
Jan 23, 2026
| ## Reference | ||
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| - [Evaluation Framework](../evaluator.md) — Full evaluator documentation | ||
| - [NeMo Evaluator Documentation](https://github.com/NVIDIA/nemo-evaluator-launcher) — Launcher reference |
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| - [NeMo Evaluator Documentation](https://github.com/NVIDIA/nemo-evaluator-launcher) — Launcher reference | |
| - [NeMo Evaluator Documentation](https://github.com/NVIDIA-NeMo/Evaluator/tree/main) — Launcher reference |
athitten
reviewed
Jan 23, 2026
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| # Evaluation Framework | |||
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| The Nemotron evaluation framework provides model evaluation capabilities using [NeMo Evaluator](https://github.com/NVIDIA/nemo-evaluator-launcher), enabling benchmark testing of trained models on standard NLP tasks. | |||
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Suggested change
| The Nemotron evaluation framework provides model evaluation capabilities using [NeMo Evaluator](https://github.com/NVIDIA/nemo-evaluator-launcher), enabling benchmark testing of trained models on standard NLP tasks. | |
| The Nemotron evaluation framework provides model evaluation capabilities using [NeMo Evaluator](https://github.com/NVIDIA-NeMo/Evaluator/tree/main), enabling benchmark testing of trained models on standard NLP tasks. |
athitten
reviewed
Jan 23, 2026
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| - [Execution through NeMo-Run](./nemo-run.md) — Execution profiles and env.toml | ||
| - [W&B Integration](./wandb.md) — Credentials and artifact tracking | ||
| - [NeMo Evaluator Documentation](https://github.com/NVIDIA/nemo-evaluator-launcher) — Launcher reference |
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Suggested change
| - [NeMo Evaluator Documentation](https://github.com/NVIDIA/nemo-evaluator-launcher) — Launcher reference | |
| - [NeMo Evaluator Documentation](https://github.com/NVIDIA-NeMo/Evaluator/tree/main) — Launcher reference |
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