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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01qihoo360 /WISA-80K WISA-80K Dataset Description WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation Jing Wang*, Ao Ma*, Ke Cao*, Jun Zheng, Zhanjie Zhang, Jiasong Feng, Shanyuan Liu, Yuhang Ma, Bo Cheng, Dawei Leng‡, Yuhui Yin, Xiaodan Liang‡(*Equal Contribution, ‡Corresponding Authors) BibTeX @article{wang2025wisa, title={WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation}, author={Wang, Jing and Ma, Ao and Cao… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/WISA-80K.tabulartext-to-video10K<n<100K14 likes3.2k downloads1y agoHugging Face02qihoo360 /RevealLayer-100K RevealLayer Open Dataset RevealLayer Open is the open-source dataset accompanying RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition. Paper: https://arxiv.org/html/2605.11818v1 Accepted by ICML 2026 RevealLayer studies box-guided layered image decomposition for natural images. Given an RGB image and instance bounding boxes, the task is to decompose the scene into a clean background and object-level foreground layers, where each… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/RevealLayer-100K.imageimage-to-image1M<n<10M7 likes2.4k downloads4mo agoHugging Face03qihoo360 /Light-R1-SFTData Light-R1: Surpassing R1-Distill from Scratch* with $1000 through Curriculum SFT & DPO *from models without long COT technical report GitHub page Here are the two-stage SFT data we used to train Light-R1-32B. Simply refer to stage1-76k.json and stage2-3k.json Model Trained From Release Date AIME24 AIME25 DeepSeek-R1-Distill-Llama-70B Llama-3.3-70B-Instruct 25.1.20 70.0 54.1 DeepSeek-R1-Distill-Qwen-32B Qwen2.5-32B 25.1.20 72.6 54.9 LIMO (32B) Qwen2.5-32B-Instruct 25.2.4… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/Light-R1-SFTData.texttext-generation10K<n<100K61 likes2k downloads2y agoHugging Face04qihoo360 /InduOCRBenchInduOCRBench English | 简体中文 [📜 arXiv] | [Dataset (🤗Hugging Face)] News [2026-04] InduOCRBench paper accepted to ACL 2026 Industry Track. Dataset released. 📖 Introduction InduOCRBench is an OCR benchmark for industrial RAG systems, covering 11 challenging document types observed in real-world enterprise workflows. It addresses the gap between traditional character-level OCR metrics and actual downstream RAG utility, evaluating OCR robustness in terms of both… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/InduOCRBench.document1K<n<10K2 likes997 downloads5mo agoHugging Face05qihoo360 /FineHARD-CN FineHARD-CN FineHARD-CN is a large-scale Chinese image-region grounding dataset. annotations: 13,818,563 original annotation records. image_urls: 13,829,272 image download URLs. Images are not included and should be downloaded from the image_urls configuration. Annotation field names and values are preserved from the original data. See metadata/manifest.json for file checksums and release statistics. image10M<n<100M0 likes648 downloads24d agoHugging Face06qihoo360 /FineHARD FG-CLIP: Fine-Grained Visual and Textual Alignment FG-CLIP: Fine-Grained Visual and Textual Alignment Chunyu Xie*, Bin Wang*, Fanjing Kong, Jincheng Li, Dawei Liang, Gengshen Zhang, Dawei Leng†, Yuhui Yin(*Equal Contribution, ✝Corresponding Author) Model Framework FG-CLIP’s training proceeds in two stages: the first stage leverages global-level caption-image pairs to achieve initial fine-grained alignment, while the second stage supplements these with… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/FineHARD.image10M<n<100M11 likes621 downloads1y agoHugging Face07qihoo360 /DCI-CN FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model Code: https://github.com/360CVGroup/FG-CLIP FG-CLIP 2 is the foundation model for fine-grained vision-language understanding in both English and Chinese. Across 29 datasets and 8 diverse tasks, it consistently surpasses recent strong baselines such as SigLIP 2 and MetaCLIP 2, achieving the best reported performance to date in both languages. FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/DCI-CN.image1K<n<10K0 likes548 downloads11mo agoHugging Face08qihoo360 /DOCCI-CN FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model Code: https://github.com/360CVGroup/FG-CLIP FG-CLIP 2 is the foundation model for fine-grained vision-language understanding in both English and Chinese. Across 29 datasets and 8 diverse tasks, it consistently surpasses recent strong baselines such as SigLIP 2 and MetaCLIP 2, achieving the best reported performance to date in both languages. FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/DOCCI-CN.image1K<n<10K1 likes258 downloads11mo agoHugging Face09OALL /details_qihoo360__TinyR1-32B-Preview_v2 Dataset Card for Evaluation run of qihoo360/TinyR1-32B-Preview Dataset automatically created during the evaluation run of model qihoo360/TinyR1-32B-Preview. 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 always pointing to the latest results. An… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_qihoo360__TinyR1-32B-Preview_v2.text100K<n<1M0 likes204 downloads2y agoHugging Face10qihoo360 /BoxClass-CN FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model Code: https://github.com/360CVGroup/FG-CLIP FG-CLIP 2 is the foundation model for fine-grained vision-language understanding in both English and Chinese. Across 29 datasets and 8 diverse tasks, it consistently surpasses recent strong baselines such as SigLIP 2 and MetaCLIP 2, achieving the best reported performance to date in both languages. FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/BoxClass-CN.10M<n<100M1 likes134 downloads1y agoHugging Face11qihoo360 /LIT-CN FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model Code: https://github.com/360CVGroup/FG-CLIP FG-CLIP 2 is the foundation model for fine-grained vision-language understanding in both English and Chinese. Across 29 datasets and 8 diverse tasks, it consistently surpasses recent strong baselines such as SigLIP 2 and MetaCLIP 2, achieving the best reported performance to date in both languages. FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/LIT-CN.image10M<n<100M1 likes114 downloads11mo agoHugging Face12qihoo360 /VRF-datasetsimage100K<n<1M0 likes107 downloads6mo agoHugging Face13qihoo360 /Light-R1-DPOData Light-R1: Surpassing R1-Distill from Scratch* with $1000 through Curriculum SFT & DPO *from models without long COT technical report GitHub page Here is the DPO data we used to train Light-R1-32B. Simply refer to dpo-pairs.json Model Trained From Release Date AIME24 AIME25 DeepSeek-R1-Distill-Llama-70B Llama-3.3-70B-Instruct 25.1.20 70.0 54.1 DeepSeek-R1-Distill-Qwen-32B Qwen2.5-32B 25.1.20 72.6 54.9 LIMO (32B) Qwen2.5-32B-Instruct25.2.4 56.3 47.1 s1.1-32B… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/Light-R1-DPOData.texttext-generation1K<n<10K29 likes89 downloads2y agoHugging Face14qihoo360 /Light-IF-SFTData Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking Here are the cold start data we used to train Light-IF-32B. Simply refer to cold-start.json 🧪 Benchmarks Model SuperClue IFEval CFBench IFBench Qwen3-4B 0.225 0.888 0.787 0.382 Qwen3-8B 0.225 0.888 0.813 0.417 Qwen3-32B 0.234 0.877 0.823 0.384 Qwen3-235B-A22B 0.244 0.882 0.834 0.423 Qwen3-235B-A22B-Thinking-2507 0.434 0.916 0.843 0.475 DeepSeek-R1-0528… See the full description on the dataset page: https://huggingface.co/datasets/qihoo360/Light-IF-SFTData.texttext-generation1K<n<10K5 likes53 downloads1y agoHugging Face15qihoo360 /TinyR1-32B-Preview-datasets4 likes38 downloads1y agoHugging Face16qihoo360 /PlanGen_dataimage0 likes13 downloads2y agoHugging Face17qihoo360 /Light-IF-cold-start-datasets.jsonHere are the cold start SFT data we used to train Light-IF-32B. Simply refer to Light-IF-cold-start-datasets.json text-generation0 likes6 downloads1y agoHugging Face

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