datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
BatteryLife_Farasis
README
This dataset consists of 123 industrial-grade large-format lithium-ion pouch cells released with the Nature article Discovery Learning predicts battery cycle life from minimal experiments. The article describes these cells as having diverse material-design combinations and cycling protocols. The source data are available from Zenodo and Code Ocean through the article's Data availability section.
The local processed directory contains 123 .pkl files, one file per cell.… See the full description on the dataset page: https://huggingface.co/datasets/Battery-Life/BatteryLife_Farasis.chinese-clean-energy-battery-open-intelligence
🔬 Chinese Clean Energy, Battery Chemistry & Smart Grid Open Intelligence Dataset
Curated open intelligence dataset tracking authentic Chinese scientific breakthroughs in Solid-State Battery chemistry, Perovskite Solar cells, Ultra-High Voltage (UHV) power grids, and industrial decarbonization.
[!IMPORTANT]
Data Completeness & Research Authenticity Notice:
Included in this Hugging Face Open Dataset: English structured abstracts, core quantitative takeaways, author… See the full description on the dataset page: https://huggingface.co/datasets/simpleG2023/chinese-clean-energy-battery-open-intelligence.opcder-batchfr-benign-batchbat_genomebattery-device-data-qa
Battery Device QA Data
Battery device records, including anode, cathode, and electrolyte.
Examples of the question answering evaluation dataset:
{'question': 'What is the cathode?', 'answer': 'Al foil', 'context': 'The blended slurry was then cast onto a clean current collector (Al foil for the cathode and Cu foil for the anode) and dried at 90 °C under vacuum overnight.', 'start index': 645}
{'question': 'What is the anode?', 'answer': 'Cu foil', 'context': 'The blended slurry was… See the full description on the dataset page: https://huggingface.co/datasets/batterydata/battery-device-data-qa.2026.AC.Copy-Coordination-Battery
2026.AC.Copy-Coordination-Battery
Full call-level transcripts and the pooled analysis for a preregistered battery asking whether isolated copies of one language model coordinate with each other without any communication channel, and whether that coordination is decision-theoretic (FDT/UDT-style reasoning about being a copy) or merely shared focal points that any two similar models would share.
38,204 records across four subject models — claude-fable-5, claude-opus-5… See the full description on the dataset page: https://huggingface.co/datasets/siddharthmb/2026.AC.Copy-Coordination-Battery.torchgbif-batches-samplebbnaija2026-predictionshan-humanoid-battery-health-logs-v1
Humanoid Battery Health Logs (HBHL)
Description
Battery performance data collected from humanoid
robot operational cycles.
Features
cycle_id (string)
charge_cycles_count (int)
average_temperature_c (float)
discharge_rate (float)
voltage_variation (float)
battery_health_status (low/medium/high)
Target
battery_health_status
Use Cases
Battery degradation modeling
Maintenance scheduling
Risk prediction
Evaluation Metrics… See the full description on the dataset page: https://huggingface.co/datasets/ariefansclub/han-humanoid-battery-health-logs-v1.ultimate_epic_battle_simulator_recordings_01
史诗战争模拟器 raw recordings
This dataset contains raw game recordings managed by Game Data Platform. Access requests require manual approval.
Game ID: game_2423771c06c259fd62c5d065481aca95
Collection: general (泛数据)
Recordings: 22
Layout: recordings/<recording_id>/<raw component>
frontier-science-bench
OpenEvolve FrontierScience Benchmark Report
Executive Summary
This report presents a comprehensive benchmark comparing three approaches for solving FrontierScience problems using the nvidia/nemotron-3-nano-30b-a3b model:
Zero-shot Code Generation - Single LLM call to generate Python code
Multi-turn Feedback - Up to 10 retry attempts with error feedback
OpenEvolve - Evolutionary code optimization with 10 iterations
Key Results
Method
Solved
Accuracy… See the full description on the dataset page: https://huggingface.co/datasets/batuhanaktas/frontier-science-bench.batch_test_fixed
Qwen Continuation Dataset
Generated with qwen_continuation_dataset.
Statistics
Shards
6
Examples
52
Shard size
10
Updated
2026-07-13 10:07 UTC
Usage
from datasets import load_dataset
ds = load_dataset("TeoStarshine/batch_test_fixed")
ds = load_dataset("TeoStarshine/batch_test_fixed", streaming=True)
Fields
Field
Description
source_id
source document ID
source_name
source dataset (fineweb / math)… See the full description on the dataset page: https://huggingface.co/datasets/TeoStarshine/batch_test_fixed.batchforge-sample-scenariosBatatasLM-SP5-Pretraining-Data
BatatasLM-SP5-Pretraining-Data
Dataset Description
A 4096 bp DNA pretraining corpus constructed from five sweetpotato genomes or accessions.
Used By
BatatasLM-SP5-20L_pretrain
BatatasLM-SP5-28L_pretrain
Verified Summary Statistics
Split
Windows
Base pairs
train
340479
1394601984
valid
42077
172347392
test
42524
174178304
The values above are read from the supplied JSONL summary TSV. No unsupported sample counts… See the full description on the dataset page: https://huggingface.co/datasets/BatatasLM/BatatasLM-SP5-Pretraining-Data.5pc-short-aug-4-step-1-1-batch1BatteryLife_Farasis
README
This dataset consists of 123 industrial-grade large-format lithium-ion pouch cells released with the Nature article Discovery Learning predicts battery cycle life from minimal experiments. The article describes these cells as having diverse material-design combinations and cycling protocols. The source data are available from Zenodo and Code Ocean through the article's Data availability section.
The local processed directory contains 123 .pkl files, one file per cell.… See the full description on the dataset page: https://huggingface.co/datasets/chenonly/BatteryLife_Farasis.big-model-bench-loo_problem-0-aug-4-1-batch0BatatasLM-MS12-Pretraining-Data
BatatasLM-MS12-Pretraining-Data
Dataset Description
A 4096 bp DNA pretraining corpus constructed from a 12-species multi-species plant genome collection.
Used By
BatatasLM-MS12-28L_pretrain
Verified Summary Statistics
Split
Windows
Base pairs
train
385624
1579515904
valid
48395
198225920
test
48103
197029888
The values above are read from the supplied JSONL summary TSV. The supplied genome split summary TSV is… See the full description on the dataset page: https://huggingface.co/datasets/BatatasLM/BatatasLM-MS12-Pretraining-Data.5pc-mask-collect-aug-5-finale-round-1-batch215pc-mask-collect-aug-5-short-step2-1-batch410pc-short-aug-4-step-3-1-batch010pc-short-aug-4-step-1-1-batch010pc-short-aug-4-step-1-1-batch1big-model-bench-loo_problem-2-aug-4-1-batch0big-model-bench-loo_problem-1-aug-4-1-batch0big-model-bench-loo_problem-0-aug-1-1-batch0big-model-bench-loo_problem-1-aug-1-1-batch0big-model-bench-loo_problem-2-aug-1-1-batch05pc-mask-collect-aug-1-finale-round-1-batch0