Datasets:

laion
/

nemotron-terminal-file_operations

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	2025-12-30T15:09:23.418048	file_operations_task_3765	episode-7	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_3765__WX6UcHS	true	file_operations	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	2025-12-30T11:20:49.392913	file_operations_task_4118	episode-5	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_4118__YspxPn3	true	file_operations	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	2025-12-30T18:07:11.128096	file_operations_task_1314	episode-6	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_1314__y8NEnjo	true	file_operations	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	2025-12-30T09:09:15.828573	file_operations_task_0834	episode-8	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_0834__JbitxYi	true	file_operations	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	2025-12-30T11:54:59.711375	file_operations_task_2622	episode-5	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_2622__6Aq9Wgs	true	file_operations	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	2025-12-30T15:17:24.982713	file_operations_task_3123	episode-7	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_3123__ZwW6Mcx	true	file_operations	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	2025-12-30T15:35:28.822694	file_operations_task_0242	episode-6	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_0242__6pZzvzF	true	file_operations	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	2025-12-30T19:05:11.381315	file_operations_task_0619	episode-7	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_0619__UTeMvBt	true	file_operations	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	2025-12-30T10:47:46.830124	file_operations_task_4620	episode-7	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_4620__XNnPAT5	true	file_operations	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	2025-12-30T19:05:39.526840	file_operations_task_3651	episode-4	8e1fee79-6a63-40b9-84e4-044bcf65861a	file_operations_task_3651__jS45QTk	true	file_operations	easy

End of preview. Expand in Data Studio

nemotron-terminal-file_operations

Per-source partition of nvidia/Nemotron-Terminal-Corpus, filtered to source == "file_operations". 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 ("file_operations" 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-file_operations

On Data Engineering for Scaling LLM Terminal Capabilities

Paper • 2602.21193 • Published Feb 24 • 103