datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
mobius-data
Mobius: Mixture-Of-Experts Transformer Model in Epigenetics of ME/CFS and Long COVID
Dataset Overview
This dataset contains DNA methylation data from blood samples of individuals with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS), Long COVID (LC), and healthy controls. The data is derived from Illumina HumanMethylation450 BeadChip and Illumina MethylationEPIC arrays and has been organized to facilitate research into epigenetic biomarkers for these… See the full description on the dataset page: https://huggingface.co/datasets/VerisimilitudeX/mobius-data.copying_reasoning_task_improved
copying_reasoning_task_improved
Dataset Description
The Enhanced Copying Reasoning Task Dataset is designed to provide a rich resource for analyzing promotional texts and their key elements. This dataset includes a variety of question-and-answer formats, focusing on whether specific phrases are mentioned within the text. Its purpose is to assist in the training of models for natural language understanding tasks, particularly in identifying relevant information in… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/copying_reasoning_task_improved.bm-subnet-mobiusdetails_mobiuslabsgmbh__DeepSeek-R1-ReDistill-Llama3-8B-v1.1_v2
Dataset Card for Evaluation run of mobiuslabsgmbh/DeepSeek-R1-ReDistill-Llama3-8B-v1.1
Dataset automatically created during the evaluation run of model mobiuslabsgmbh/DeepSeek-R1-ReDistill-Llama3-8B-v1.1.
The dataset is composed of 116 configuration, each one coresponding 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… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_mobiuslabsgmbh__DeepSeek-R1-ReDistill-Llama3-8B-v1.1_v2.PathMMUbm-subnet-weekly-mobius-256terminal-bench-task-quality
Terminal-Bench Task-Quality Dataset
Splits
raw (910 rows): every sample, including weak/unsure labels.
binary (459 rows): subset where binary_strict ∈ {positive, negative} AND
the task was successfully migrated to a runnable task directory. This is
the canonical 5-fold CV evaluation set used by quality-gate experiments.
Excludes 51 binary-labeled rows whose v2 migration failed.
from datasets import load_dataset
binary =… See the full description on the dataset page: https://huggingface.co/datasets/mobius-lab/terminal-bench-task-quality.causal-reasoning-enhenced
causal-reasoning-enhenced
Dataset Description
The Causal Reasoning Enhenced Dataset is designed to facilitate the understanding of causal relationships through structured reasoning tasks. This dataset features a collection of questions that challenge individuals to think critically about causality, providing detailed step-by-step reasoning for each scenario. It contains a variety of causal contexts, enhancing its applicability across different reasoning tasks. Key… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/causal-reasoning-enhenced.Chat-Record-Image-Dataset
Chat Record Image Dataset
Currently, with the rapid development of communication technology, chat records have become a common form of data in daily life and work. The effective parsing of these chat record images is of great significance for improving information processing efficiency. However, existing text recognition and natural language processing technologies often face challenges such as low recognition accuracy, complex backgrounds, and diverse fonts when dealing with… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Chat-Record-Image-Dataset.automle-runs
Runs snapshot
Subset of ~/runs/automle/ from the host that produced the rows in tasks/README.md. Each subdir corresponds to exactly one row's Oracle run dir or Agent run dir reference.
Layout
<run-dir>/
meta.json # invocation metadata
<task-id>/
<utc-timestamp>/
config.json
job.log
result.json # job-level
<task-id>__<trial>/
agent/ # agent stdout + tool traces
artifacts/… See the full description on the dataset page: https://huggingface.co/datasets/mobius-lab/automle-runs.Pajamas-AI-Try-on-Collection
Pajamas AI Try-on Collection
With the rapid growth of the e-commerce industry, consumers are increasingly demanding better online shopping experiences, especially in the clothing sector. The lack of try-on experiences has become a significant barrier to purchasing decisions. Existing virtual try-on technologies largely rely on static images and fail to meet users' personalized needs, leading to a suboptimal experience. To address this issue, this dataset aims to provide diverse… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Pajamas-AI-Try-on-Collection.PathVQAPCB-Solder-Joint-Defect-Detection-Dataset
PCB Solder Joint Defect Detection Dataset
The PCB manufacturing industry is facing challenges in maintaining high-quality standards, particularly in the detection of solder joint defects post-wave and reflow soldering. Existing solutions often rely on manual inspection or less efficient automated systems that are prone to errors. This dataset aims to address the specific technical challenge of accurately identifying and classifying defects in solder joints, fulfilling the business… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/PCB-Solder-Joint-Defect-Detection-Dataset.Curtain-Track-Guide-Slot-Detection-Dataset
Curtain Track Guide Slot Detection Dataset
The current retail e-commerce industry faces challenges such as uneven product quality and low detection efficiency, especially in the detection of curtain track guide slots. Manual inspection is not only time-consuming but also prone to human errors, making quality control difficult. Existing automated detection solutions largely rely on traditional visual recognition technologies, which struggle to adapt to complex environments and still… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Curtain-Track-Guide-Slot-Detection-Dataset.Manual-Weed-Removal-Behavior-Recognition-Dataset
Manual Weed Removal Behavior Recognition Dataset
The current agricultural sector faces problems of low efficiency in weed removal and high labor costs. Traditional weed removal methods require a large amount of manpower, and existing smart weed removal technologies are still in the early stages, unable to effectively identify and handle different types of weeds. To address these issues, this dataset aims to provide a high-quality manual weed removal behavior recognition dataset to… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Manual-Weed-Removal-Behavior-Recognition-Dataset.Smart-Projector-Image-Classification-Dataset
Smart Projector Image Classification Dataset
With the rapid development of smart devices, a variety of portable projectors have emerged in the market. In practical applications, accurately recognizing and classifying the appearance images of these projectors has become a technical challenge. Current image recognition technology often yields poor classification results due to insufficient datasets or inaccurate annotations when dealing with different brands and models of projectors.… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Smart-Projector-Image-Classification-Dataset.details_mobiuslabsgmbh__DeepSeek-R1-ReDistill-Qwen-7B-v1.1_v2
Dataset Card for Evaluation run of mobiuslabsgmbh/DeepSeek-R1-ReDistill-Qwen-7B-v1.1
Dataset automatically created during the evaluation run of model mobiuslabsgmbh/DeepSeek-R1-ReDistill-Qwen-7B-v1.1.
The dataset is composed of 116 configuration, each one coresponding 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… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_mobiuslabsgmbh__DeepSeek-R1-ReDistill-Qwen-7B-v1.1_v2.Beauty-Aid-Tools-Image-Classification-Dataset
Beauty Aid Tools Image Classification Dataset
With the rapid development of the retail e-commerce industry, the market demand for beauty aid tools is continuously increasing. However, current image classification technologies face many challenges, such as diverse product forms and complex usage scenarios, leading to low accuracy and efficiency in product recognition. Existing solutions often rely on manual labeling, which involves a large amount of work and is difficult to maintain.… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Beauty-Aid-Tools-Image-Classification-Dataset.CMMU_VAL_MCQmobiuslabsgmbh__DeepSeek-R1-ReDistill-Llama3-8B-v1.1-details
Dataset Card for Evaluation run of mobiuslabsgmbh/DeepSeek-R1-ReDistill-Llama3-8B-v1.1
Dataset automatically created during the evaluation run of model mobiuslabsgmbh/DeepSeek-R1-ReDistill-Llama3-8B-v1.1
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… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/mobiuslabsgmbh__DeepSeek-R1-ReDistill-Llama3-8B-v1.1-details.Crop-Waterlogging-Condition-Detection-Dataset
Crop Waterlogging Condition Detection Dataset
The current agricultural sector faces challenges related to climate change and water resource management. The issue of crop waterlogging is becoming increasingly serious, affecting crop growth and yield. Existing monitoring methods largely rely on manual inspection, which is inefficient and prone to errors, unable to provide real-time feedback on crop status. This dataset aims to help AI systems quickly identify and predict crop… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Crop-Waterlogging-Condition-Detection-Dataset.Amusement-Park-Game-Facility-Recognition-Image-Dataset
Amusement Park Game Facility Recognition Image Dataset
In the retail e-commerce sector, as consumer demand for amusement park facilities increases, merchants face challenges in quickly identifying and managing various facilities. Existing image recognition technologies still lack in accuracy and speed, especially in scenarios with diverse facility combinations. This dataset aims to enhance the precision and efficiency of amusement park facility recognition, satisfying the business… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Amusement-Park-Game-Facility-Recognition-Image-Dataset.CoT_biology_enhanced
CoT_biology_enhanced
Dataset Description
The Comprehensive Biology Q&A Dataset is designed to provide a rich resource for understanding key concepts in biology through structured questions and answers. It targets students, educators, and researchers interested in biology by presenting a wide range of topics including protein synthesis, enzyme function, and genetic mutations. The dataset's features include well-structured Q&A pairs that ensure clarity and logical flow… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/CoT_biology_enhanced.Induction-Cooker-Ceramic-Panel-Crack-Identification-Dataset
Induction Cooker Ceramic Panel Crack Identification Dataset
In the current industrial field, the crack problem of induction cooker ceramic panels poses a threat to product safety, leading to potential explosion risks. Existing detection methods mostly rely on manual inspection, which is inefficient and prone to errors. This dataset aims to provide high-quality crack image data to train machine learning models, automating the detection process and improving detection efficiency and… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Induction-Cooker-Ceramic-Panel-Crack-Identification-Dataset.Highway-Visibility-Estimation-under-Adverse-Weather-Video-Dataset
Highway Visibility Estimation under Adverse Weather Video Dataset
Currently, accurate visibility estimation is crucial for traffic safety and weather forecasting in the environmental meteorological industry. However, the rapid changes in visibility under adverse weather present significant challenges to existing estimation models, with many traditional methods struggling to achieve ideal results due to a lack of high-quality adverse weather data. This dataset aims to provide a rich… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Highway-Visibility-Estimation-under-Adverse-Weather-Video-Dataset.Illegal-Parking-Automatic-Recognition-Dataset
Illegal Parking Automatic Recognition Dataset
The current transportation industry faces challenges such as low efficiency and high omission rates in monitoring illegal parking. Traditional monitoring often relies on manual inspections, leading to resource waste and potential hazards. Existing solutions usually cannot adapt to complex urban environments such as lighting changes and obstructions, limiting the accuracy and timeliness of recognition. This dataset aims to provide a… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Illegal-Parking-Automatic-Recognition-Dataset.Agricultural-Flood-Disaster-Insurance-Claim-Image-Dataset
Agricultural Flood Disaster Insurance Claim Image Dataset
The current agricultural industry faces the frequent problem of flood disasters, causing severe economic losses to farmland. Traditional claim methods rely on manual inspection, which is inefficient and prone to errors. Existing claim systems are mostly manual audits, lacking efficient automated recognition tools. This dataset aims to help AI systems achieve automatic recognition and damage assessment by providing… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Agricultural-Flood-Disaster-Insurance-Claim-Image-Dataset.Mercury-Thermometer-Temperature-Classification-Dataset-in-Home-Scenarios
Mercury Thermometer Temperature Classification Dataset in Home Scenarios
In the current medical industry, home care and health monitoring are increasingly emphasized, especially since the accuracy of temperature monitoring directly affects the early diagnosis and treatment of diseases. However, due to users' different understanding of how to use thermometers, the reliability of measurement results has been insufficient. Existing solutions rely heavily on manual annotation and… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Mercury-Thermometer-Temperature-Classification-Dataset-in-Home-Scenarios.Infant-Sleep-Posture-Recognition-Image-Dataset
Infant Sleep Posture Recognition Image Dataset
Currently, there are many challenges in improving infant sleep safety, including the difficulty of assessing posture and monitoring sleep status without affecting normal infant sleep. Existing monitoring equipment often relies on clothing sensors, which may cause discomfort and excessive interference. This dataset aims to address the risk of asphyxiation caused by incorrect infant sleep posture through visual recognition technology… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Infant-Sleep-Posture-Recognition-Image-Dataset.Field-Crop-and-Weed-Segmentation-Dataset
Field Crop and Weed Segmentation Dataset
The current agricultural industry faces challenges in managing crops and weeds. Traditional manual identification is inefficient and prone to errors, leading to a decrease in crop yield. Existing solutions rely heavily on manual intervention, lacking efficient automated tools to meet the fine management needs of modern agriculture. This dataset aims to support the training of deep learning models by providing high-quality crop and weed… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Field-Crop-and-Weed-Segmentation-Dataset.