datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
perovskite-solar-cell-efficiency-autoresearch
🔬 Perovskite Solar Cell Text Corpus for Karpathy's autoresearch
A 98.9 MB text corpus of perovskite solar cell scientific literature formatted for direct use with karpathy/autoresearch — the autonomous LLM-driven hyperparameter search framework that trains a GPT from scratch and has an AI agent iteratively modify train.py to minimize val_bpb (bits per byte).
📊 Dataset Stats
Metric
Value
Total documents
19,730
Total text
98.9 MB (~103M characters)… See the full description on the dataset page: https://huggingface.co/datasets/CollinL/perovskite-solar-cell-efficiency-autoresearch.Solar-Open2-120B-A15B-REAM-148E-Healing-Mix
Solar-Open2-120B-A15B-REAM-148E Healing Mix
Baekpica/Solar-Open2-120B-A15B-REAM-148E-BF16 의 REAM 병합 손상을 복구하기 위한
비공개 결정론적 힐링 믹스입니다. 모든 시퀀스는 Solar Open 2 chat template로
사전 렌더·토크나이즈되어 있고 assistant 턴에만 loss 마스크가 열려 있습니다.
왜 만들었나
계보는 upstage/Solar-Open2-250B → REAP(184E) → REAM(148E) 입니다.
REAM 이후 고정 프롬프트 A/B 관찰에서 다음이 확인됐습니다.
한국어 응답에서 반복 붕괴 (예: 동일 3-gram이 출력의 88.6% 차지)
지시 준수·포맷 이탈, typo
도메인·언어에 따라 편차가 큰 열화 (일부 프롬프트는 정상)
손상은 라우터(184→148 centroid slice)와 병합된 expert 가중치에… See the full description on the dataset page: https://huggingface.co/datasets/Baekpica/Solar-Open2-120B-A15B-REAM-148E-Healing-Mix.solarhive-community-solar-multimodal
SolarHive Community Solar Dataset
Canonical training corpus for the SolarHive family of fine-tuned Gemma 4 models. 1,727 rows (1,713 text + 14 image-grounded).
A combined text + sky-image training corpus for community solar energy intelligence. Built to fine-tune Gemma 4 into an AI energy advisor for residential solar microgrids — answering questions about production, storage, grid mix, weather impact, maintenance scheduling, and cross-source planning, with native… See the full description on the dataset page: https://huggingface.co/datasets/Truthseeker87/solarhive-community-solar-multimodal.wikipedia-solarsystemGenerated by doing a BFS using wikipedia API, starting from thee category "Solar System", with maximum depth 5. All child categories and pages were brought in. Finally, used dataset '"wikimedia/wikipedia", "20231101.en"' to get the contents of the articles
onlybrains-reasoning-10k
OnlyBrains Multi-Domain Dataset (11.7K)
Structured traces from 5 interconnected projects across 8 data domains. Generated by the KCC (Konomi Cube Coin) ecosystem — every trace was mined as a $KONO block on a Proof-of-Useful-Work blockchain.
Domains
Source
Domain
Count
Description
reason
broly
10,000
Structured reasoning (CoT, ToT, GoT, BoT, SelfAsk, ReAct, Reflexion)
reason
broly
1,000
Real reasoning traces with full step data
widget
kp2p
490
P2P widget UDT… See the full description on the dataset page: https://huggingface.co/datasets/SolarTesla/onlybrains-reasoning-10k.solar-strike
Dataset Card for Dataset Name
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Dataset Details
Dataset Description
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Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/Hjallti/solar-strike.