datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Fable-5-traces
Glint Research Dataset Card
Fable 5 Pi Agent Traces
A compact, high-signal corpus of Fable 5 coding-agent traces converted into Hugging Face Agent Traces / Pi-compatible sessions for Data Studio inspection, tool-use policy learning, and reasoning/action distillation.
Primary Config
pi_agent/train
Agent Trace preview enabled
4,665 Pi trace sessions
60 source sessions
3,799 tool… See the full description on the dataset page: https://huggingface.co/datasets/shijunhao/Fable-5-traces.piperx-workpiece-storage-0909-62ep-raw
piperx-workpiece-storage-0909-62ep-raw
61 retained manually collected episodes recorded with EvoMind on 2026-09-09 (UTC+8).
Task: put the copper screw into the left box and the black sleeves into the right box.
LeRobot v3.0; 30 FPS; 53,347 frames; 1,778.2333 seconds. Robot: bi_piperx_follower.
Three original 640x480 RGB video views: left_wrist, right_wrist, right_environment_1.
Merged in chronological session order. Original episode 26 (19 frames) was removed on 2026-09-15.… See the full description on the dataset page: https://huggingface.co/datasets/Shiki42/piperx-workpiece-storage-0909-62ep-raw.authorship-strategy
Authorship Strategy — Knowledge Graph
JSON-LD knowledge graph encoding the concept layer of the Authorship Strategy research line — a normative framework, tactical catalog, and empirical baseline for authorship strategy under AI-mediated diffusion.
What this dataset is
This dataset is a mirror of the graph.jsonld file at the root of the Authorship Strategy GitHub repository. It is provided here for LLM training pipelines, knowledge-graph crawlers, and AI research… See the full description on the dataset page: https://huggingface.co/datasets/shimo4228/authorship-strategy.contemplative-agent
Contemplative Agent — Knowledge Graph
JSON-LD knowledge graph encoding the concept layer of the Contemplative Agent — an autonomous CLI agent (Python) built around four architectural principles (structural capability limitation, minimal dependency, cyclic knowledge maintenance, memory dynamics with decay) and, optionally, the four contemplative axioms from Laukkonen et al. (2025) as a behavioral preset.
What this dataset is
This dataset is a mirror of the… See the full description on the dataset page: https://huggingface.co/datasets/shimo4228/contemplative-agent.agent-knowledge-cycle
Agent Knowledge Cycle (AKC) — Knowledge Graph
JSON-LD knowledge graph encoding the concept layer of the Agent Knowledge Cycle (AKC) — a six-phase bidirectional growth loop in which agent behavior and the operator's judgment co-develop over time, sustaining intent alignment that tests cannot check on their own.
What this dataset is
This dataset is a mirror of the graph.jsonld file at the root of the AKC GitHub repository. It is provided here for LLM training… See the full description on the dataset page: https://huggingface.co/datasets/shimo4228/agent-knowledge-cycle.agent-attribution-practice
Agent Attribution Practice (AAP) — Knowledge Graph
JSON-LD knowledge graph encoding the concept layer of the Agent Attribution Practice (AAP) research line — a harness-neutral set of Architecture Decision Records (ADRs) and a problem-space diagnostic frame on accountability distribution in autonomous AI agents.
What this dataset is
This dataset is a mirror of the graph.jsonld file at the root of the AAP GitHub repository. It is provided here for LLM training… See the full description on the dataset page: https://huggingface.co/datasets/shimo4228/agent-attribution-practice.dexfluence-indian-creator-index
Dexfluence Indian Creator Index
Verified Indian influencer dataset across Instagram, YouTube, and TikTok with engagement rates, follower tier, niche classification, and authenticity scores.
Dataset summary
141,000+ verified Indian creators indexed across Instagram, YouTube, and TikTok
Top 5,000 by follower count included in this Hugging Face mirror (CC-BY 4.0)
Each record includes: handle, name, platform, niche, follower count, engagement rate, country… See the full description on the dataset page: https://huggingface.co/datasets/Shikha180224/dexfluence-indian-creator-index.for-the-small-shield-chapters
Foreword
The datasets contain information I extracted from the first draft and only draft of a novel called For The Small Shield, on github, written by me, Kalab J. Oster.
I used Claude's LLM to extract information from each chapter in order, creating a Graph mapping to improve the storytelling ability of a model fine-tuned with this dataset: wordsum/for-the-small-shield-instruct
I've tested the Graph data with my story bots with NousResearch/Hermes-2-Pro-Llama-3-8B fine-tuned… See the full description on the dataset page: https://huggingface.co/datasets/wordsum/for-the-small-shield-chapters.shimbabomb-benchmark
ShimbaBomb Interpreter Extreme Stress Benchmark
Overview
Benchmark results from extreme stress testing of the ShimbaBomb (SB) v1.11.0 interpreter — an English-like scripting language that compiles to native C.
The benchmark suite spawns CPU_Logical_Cores * 2 (or higher) threads to saturate the interpreter engine, running diverse SB scripts simultaneously for 30-second sustained windows per phase.
System
Parameter
Value
Platform
Windows… See the full description on the dataset page: https://huggingface.co/datasets/shimbaaa/shimbabomb-benchmark.ctr-pick-dual-bottles-original-20260919
Pick Dual Bottles Original — shared50 scene cohort
This LeRobot v3 release contains 50 successful simulated demonstrations and
8,185 action rows at25FPS. Every source seed occurs exactly once. The source
seed set matches the current CTR Q1–Q3 Concurrent, CTR, Sequential, Mixed,
Left-first and Right-first datasets. Pair by retime.source_seed, not episode
index: composition datasets may have different ordering.
Mask limitation: retime.left_idle and retime.right_idle are boolean… See the full description on the dataset page: https://huggingface.co/datasets/Shiki42/ctr-pick-dual-bottles-original-20260919.intern-shiguan-lerobot
shiguan: robot demonstrations
Instruction: Pick up the test tube from the left side of the rack and insert it into the hole at the right end of the rack.
LeRobot v3.0 dataset: 51 episodes, 26665 frames, nominal 30 Hz.
Robot schema: intern_gello_7dof_robotiq. Original source recordings are retained by the owner.
Use
from lerobot.datasets.lerobot_dataset import LeRobotDataset
dataset = LeRobotDataset("cloudfan/intern-shiguan-lerobot", video_backend="torchcodec")… See the full description on the dataset page: https://huggingface.co/datasets/cloudfan/intern-shiguan-lerobot.context-management-bench
context-management-bench
Live on the Hub: huggingface.co/datasets/shivam039-dev/context-management-bench
Realistic context-management scenarios for testing/benchmarking eviction strategies (drop-oldest, sliding-window, priority, summarization), pinned-message preservation, and tool-call/tool-result atomicity in multi-turn LLM conversations.
Dataset Summary
Every conversation in this dataset was generated deterministically and then run through the real… See the full description on the dataset page: https://huggingface.co/datasets/shivam039-dev/context-management-bench.repro-sample-complexity-bounds-for-robust-mean-estimation-with-mean-shift-contaminatio-traces
Agent traces
Agent sessions published from a Trackio Logbook.
screw_retimed_parallel_23_no_fastforward_20260807levir-ship-copy-paste-load-adaptive-mosaicText2Space
Text2Space
Synthetic dataset of 20,000 spatial reasoning instances. Each instance pairs a natural-language description of a 2D layout with three ASCII renderings of the same scene and a query about the relative position of two objects. Designed to train and evaluate language and vision-language models on spatial reasoning.
Companion dataset for the paper Learning to Draw ASCII Improves Spatial Reasoning in Language Models (arXiv:2604.14641).
Quick Look
{… See the full description on the dataset page: https://huggingface.co/datasets/ShiyuanHuang/Text2Space.levir-ship-copy-paste-mosaicshivam9980__NEPALI-LLM-details
Dataset Card for Evaluation run of shivam9980/NEPALI-LLM
Dataset automatically created during the evaluation run of model shivam9980/NEPALI-LLM
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 2 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An additional… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/shivam9980__NEPALI-LLM-details.reddit-demofincen_all_questions_5versions
About
These question-answer pairs are created using published pdf documents at fincen.gov.
Each question has 5 paraphased versions differentiated by column "question_version" (the first versions (No. 4) are at the end of the datafile).
The data is used to fine-tune Gemma-2b and Gemma-7b listed here
shijunju/gemma_7b_finRisk_r10_4VersionQ
shijunju/gemma_7b_finRisk_r6_4VersionQ
shijunju/gemma_7b_finRisk_r6_3VersionQ
shijunju/gemma_2b_finRisk
Number of rows: 14,550
Author: Shijun… See the full description on the dataset page: https://huggingface.co/datasets/shijunju/fincen_all_questions_5versions.securehealthiot-disease-dataset
SecureHealthIoT Cleaned Dataset
Cleaned symptom-disease dataset generated by Kaggle kernel run:
aryansingh21fd/securehealthiot-disease-trainer-v1.
vqa_training_annotationsvqa_training_questionsPhishing_Link_Pattern_Dataset
Phishing Link Pattern Dataset
Overview
This dataset provides a comprehensive collection of URLs labeled as either legitimate or phishing, designed for machine learning, cybersecurity analysis, and penetration testing. It includes 1000 entries (IDs 1–1000) covering popular brands across multiple top-level domains (TLDs) such as .es, .de, and .co.uk.
The dataset captures advanced features like domain entropy, subdomain count, and suspicious keywords to aid in… See the full description on the dataset page: https://huggingface.co/datasets/Shivahoody007/Phishing_Link_Pattern_Dataset.ValiantLabs__Llama3.1-70B-ShiningValiant2-details
Dataset Card for Evaluation run of ValiantLabs/Llama3.1-70B-ShiningValiant2
Dataset automatically created during the evaluation run of model ValiantLabs/Llama3.1-70B-ShiningValiant2
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/ValiantLabs__Llama3.1-70B-ShiningValiant2-details.shivam9980__mistral-7b-news-cnn-merged-details
Dataset Card for Evaluation run of shivam9980/mistral-7b-news-cnn-merged
Dataset automatically created during the evaluation run of model shivam9980/mistral-7b-news-cnn-merged
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/shivam9980__mistral-7b-news-cnn-merged-details.qwen3-1.7b-features-similar-k100000ValiantLabs__Llama3-70B-ShiningValiant2-details
Dataset Card for Evaluation run of ValiantLabs/Llama3-70B-ShiningValiant2
Dataset automatically created during the evaluation run of model ValiantLabs/Llama3-70B-ShiningValiant2
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/ValiantLabs__Llama3-70B-ShiningValiant2-details.ValiantLabs__Llama3.2-3B-ShiningValiant2-details
Dataset Card for Evaluation run of ValiantLabs/Llama3.2-3B-ShiningValiant2
Dataset automatically created during the evaluation run of model ValiantLabs/Llama3.2-3B-ShiningValiant2
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 5 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/ValiantLabs__Llama3.2-3B-ShiningValiant2-details.NLPark__Shi-Ci-Robin-Test_3AD80-details
Dataset Card for Evaluation run of NLPark/Shi-Ci-Robin-Test_3AD80
Dataset automatically created during the evaluation run of model NLPark/Shi-Ci-Robin-Test_3AD80
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/NLPark__Shi-Ci-Robin-Test_3AD80-details.