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Hugging Face
AI Dataset·2025
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MS MARCO Translations Dataset (ai4bharat/MSMARCO-XI)

ai4bharat

Provides MS MARCO queries, passages and answers translated into 14 Indic languages while keeping the original English content and per-example translation metadata. Includes train/validation splits, passage selection flags, and translation model parameters for multilingual IR, QA and RAG research.

#multilingual#nlp#retrieval#benchmark#huggingface+3
Hugging Face
AI Dataset·2025
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SYNTH - generalist open data and environment

PleIAs, AI Alliance +2

Open synthetic corpus for training small reasoning-focused language models — ~79.65M generated samples (≈75B tokens with Pleias tokenizer) amplified from ~58.7k Wikipedia/Wikibooks seeds; includes explicit synthetic reasoning traces, multilingual coverage, and parquet splits.

#nlp#multilingual#reasoning#training-data#huggingface+6
Hugging Face
AI Dataset·2025
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Mental Association Dataset (Rapidata/psychology-association-kiki-bouba-etc)

Rapidata

Collects ~200,000 human responses to 20 visual/semantic association questions (e.g., Bouba–Kiki), with per-response image options and demographic metadata — useful for cross‑cultural perception and evaluation of multimodal systems, but not guaranteed as a rigorously controlled experimental sample.

#huggingface#multimodal#image#pandas#polars+3
Hugging Face
AI Dataset·2026
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DRACO Benchmark

Joey Zhong, Hao Zhang +8·Perplexity AI, Hugging Face

Provides 100 real-world, open-ended research tasks paired with expert-written rubrics (around 40 weighted criteria per task) to evaluate long-form, web-browsing research agents on factual accuracy, analysis depth, presentation, and citation quality.

#evaluation#huggingface#pandas#polars#llm
Hugging Face
AI Dataset·2026
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CUDA-Agent-Ops-6K

BytedTsinghua-SIA, Tsinghua University Intelligent Industry Research Institute (AIR) +1

Provides 6,000 runnable, operator-level PyTorch tasks for training and evaluating CUDA kernel generation models; each sample includes executable code, operator descriptors, and provenance tags, with execution-driven filtering to ensure reproducibility and contamination control.

#cuda#pytorch#parquet#huggingface#rl+7
Hugging Face
AI Dataset·2026
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Dialectal Arabic Lahgtna v2

oddadmix, Hugging Face

Provides 3,000+ hours (≈611K utterances) of transcribed 16 kHz multi-dialect Arabic speech across 13 dialects for ASR and spoken-dialect identification. Transcripts preserve dialectal orthography (partial diacritics); the train split is ~337 GB in parquet, so streaming is recommended.

#huggingface#speech#ASR#audio#parquet+4
Hugging Face
AI Dataset·2026
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Türkçe Atlas — Instruct SFT

AlicanKiraz0

Provides 336,146 Turkish instruction-following chat examples (system→user→assistant) for supervised fine-tuning; single train split (no validation/test), reported MIT license, diverse tasks (rewrites, summarization, QA) and a uniform system prompt that may bias model behavior.

#huggingface#nlp#llm#chatbot#json+3
Hugging Face
AI Dataset·2026
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Open-SWE-Traces

Wasi Uddin Ahmad, Nikolai Ludwig +2·NVIDIA

Provides 207k+ LLM-generated agent trajectories of code edits and tool interactions for training and evaluating software-engineering agents. Collected via OpenHands and SWE-agent using Qwen3.5-122B and MiniMax-M2.5, multilingual across nine languages and released under CC BY 4.0.

#nvidia#huggingface#code#ai-agent#agent-skills+4
Hugging Face
AI Dataset·2026
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Meddies Persona VIE

Meddies

Provides 150,000 synthetic Vietnamese patient personas to condition clinical text generation. Each persona bundles demographics, socioeconomic context, health and behavior fields, and prompt-ready narratives; intended for research and simulation, not clinical decision-making.

#huggingface#nlp#llm#polars#python
Hugging Face
AI Dataset·2026
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Nemotron-SFT-Math-v4

NVIDIA Corporation

Provides 545,431 math problems with model-generated solution traces (chain-of-thought and Python tool-integrated reasoning) verified against reference answers for training and evaluating LLM mathematical reasoning. Parquet-format dataset; DeepSeek‑V4‑Pro generated traces and mixed CC BY / CC BY‑SA licensing.

#nvidia#huggingface#math#reasoning#deepseek+4
Hugging Face
AI Dataset·2026
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laion/BVD-URLs — LAION-BVD 1.3B Video URLs

Andreas Hochlehnert, Marianna Nezhurina +10·Tübingen AI Center, University of Tübingen, LAION +4

Provides 1.3 billion platform-specific video URLs extracted from CommonCrawl along with crawl metadata (no media included), serving as the source corpus for the LAION-BVD multimodal video dataset; distributed on Hugging Face in Parquet format.

#video#parquet#common-crawl#laion#huggingface+4
Hugging Face
AI Dataset·2026
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LOCUS v1.0

Denis Peskoff, Joe Barrow +2·UC Berkeley, School of Information (UC Berkeley) +1

Provides a county-harmonized corpus of U.S. municipal and county ordinance text (≈2.21M chunks) labeled for function, substantive indicator, and topic to support legal NLP, retrieval, and comparative local-law research. Includes model-assigned labels and continuous scorers (opacity, paternalism, enforcement discretion) plus coverage metadata; not exhaustive or a substitute for legal advice.

#nlp#huggingface#paper#ocr#polars+1
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