Datasets:

laion
/

nemotron-terminal-software_engineering

conversations list	agent string	model string	model_provider string	date string	task string	episode string	run_id string	trial_name string	enable_thinking bool	source string	difficulty string
[ { "content": "You are an AI assistant tasked with solving command-line tasks in a Linux environment. You will be given a task description and the output from previously executed commands. Your goal is to solve the task by providing batches of shell commands.\n\nFormat your response as JSON with the following st...	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T15:49:37.661438	software_engineering_task_1210	episode-6	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_1210__5NPxtBh	true	software_engineering	easy
[ { "content": "You are an AI assistant tasked with solving command-line tasks in a Linux environment. You will be given a task description and the output from previously executed commands. Your goal is to solve the task by providing batches of shell commands.\n\nFormat your response as JSON with the following st...	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T15:35:19.856411	software_engineering_task_3534	episode-6	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_3534__SWCjTJR	true	software_engineering	easy
[ { "content": "You are an AI assistant tasked with solving command-line tasks in a Linux environment. You will be given a task description and the output from previously executed commands. Your goal is to solve the task by providing batches of shell commands.\n\nFormat your response as JSON with the following st...	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T10:27:02.180804	software_engineering_task_1631	episode-7	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_1631__bHnbcoL	true	software_engineering	easy
[{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED)	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T13:41:23.593607	software_engineering_task_3521	episode-12	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_3521__NsWtvKU	true	software_engineering	easy
[{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED)	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T14:01:20.557852	software_engineering_task_0906	episode-9	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_0906__SdEZvAy	true	software_engineering	easy
[{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED)	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T13:25:54.979232	software_engineering_task_1800	episode-10	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_1800__q9Wpoac	true	software_engineering	easy
[{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED)	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T12:39:19.245458	software_engineering_task_3970	episode-24	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_3970__MfhyTTW	true	software_engineering	easy
[{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED)	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T12:05:29.518024	software_engineering_task_1266	episode-6	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_1266__4L3fCHJ	true	software_engineering	easy
[{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED)	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T11:30:16.351771	software_engineering_task_4879	episode-5	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_4879__qk9y4vC	true	software_engineering	easy
[{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED)	terminus-2	deepseek-ai/DeepSeek-V3.2	hosted_vllm	2025-12-31T07:57:04.577445	software_engineering_task_1127	episode-10	8dd2b9cb-393d-4c79-9e0c-fa185b64f444	software_engineering_task_1127__zoc7vpo	true	software_engineering	easy

End of preview. Expand in Data Studio

nemotron-terminal-software_engineering

Per-source partition of nvidia/Nemotron-Terminal-Corpus, filtered to source == "software_engineering". The difficulty column preserves the original easy / medium / mixed split (na for the dataset_adapters/* files, which did not carry a difficulty label).

Partitioning scheme:

adapters_{code,math,swe} — rows from dataset_adapters/{code,math,swe}.parquet
{skill} (e.g. debugging, security, …) — rows from synthetic_tasks/skill_based/{easy,medium,mixed}/{skill}/data_filtered.parquet

Columns

Same as the source dataset (conversations, agent, model, model_provider, date, task, episode, run_id, trial_name, enable_thinking) plus:

source — the partition key ("software_engineering" throughout this repo)
difficulty — easy / medium / mixed / na
original_source — only present in adapters_code; preserves the original source column value (OpenCodeReasoning or synthetic) from the upstream file.

Citation

@misc{pi2026dataengineeringscalingllm,
      title={On Data Engineering for Scaling LLM Terminal Capabilities},
      author={Renjie Pi and Grace Lam and Mohammad Shoeybi and Pooya Jannaty and Bryan Catanzaro and Wei Ping},
      year={2026},
      eprint={2602.21193},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2602.21193},
}

Original dataset license: CC-BY-4.0.

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Paper for laion/nemotron-terminal-software_engineering

On Data Engineering for Scaling LLM Terminal Capabilities

Paper • 2602.21193 • Published Feb 24 • 102