datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Nemotron-Cascade-2-RL-data
Dataset Description:
The Nemotron-Cascade-2-RL dataset is a curated reinforcement learning (RL) dataset blend used to train Nemotron-Cascade-2-30B-A3B model. It includes instruction-following RL, multi-domain RL, on-policy distillation, and software engineering RL (SWE-RL) data.
This dataset is ready for commercial use.
The dataset contains the following subset:
IF-RL
Contains 45,879 training samples for instruction-following RL. Our curation process mainly… See the full description on the dataset page: https://huggingface.co/datasets/nvidia/Nemotron-Cascade-2-RL-data.minesweeper-nvidia_Nemotron-Cascade-8Bsudoku-Qwen3-4BThinking-contby-tp-mswp-kuku-nemotron-cascade-8b-trunc4096-resp16384nemotron-cascade2-cheating-attempts
Nemotron-Cascade-2 30B A3B — Cheating Investigation
Tool the model had: a single tool, stateful_python_code_exec
(Jupyter sandbox). Network egress from inside that sandbox is not blocked
— the model can urllib.request.urlopen, requests.get, and even
pip install from PyPI.
Baseline accuracy across the 10,197 traces: 5,748 / 10,197 = 56.4 %.
1. Headline numbers
Bucket
Traces
Correct
Accuracy
Δ vs baseline
All traces
10,197
5,748
56.4 %
—
Any network… See the full description on the dataset page: https://huggingface.co/datasets/chankhavu/nemotron-cascade2-cheating-attempts.minesweeper-Qwen_Qwen3-4B-Thinking-continued-by-nvidia_Nemotron-Cascade-8B-trunc4096-resp16384kukurasu-nvidia_Nemotron-Cascade-8Bsudoku-nvidia_Nemotron-Cascade-8B-continued-by-Qwen_Qwen3-4B-Thinking-trunc4096-resp16384minesweeper-nvidia_Nemotron-Cascade-8B-continued-by-Qwen_Qwen3-4B-trunc4096kukurasu-Qwen_Qwen3-4B-Thinking-continued-by-nvidia_Nemotron-Cascade-8B-trunc4096-resp16384sudoku-nvidia_Nemotron-Cascade-8B-rollouts-n8-tokens16384minesweeper-nvidia_Nemotron-Cascade-8B-continued-by-Qwen_Qwen3-4B-Thinking-trunc4096-resp16384kukurasu-nvidia_Nemotron-Cascade-8B-continued-by-Qwen_Qwen3-4B-Thinking-trunc4096-resp16384kukurasu-nvidia_Nemotron-Cascade-8B-continued-by-Qwen_Qwen3-4B-trunc4096
