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Open Trusted Data Initiative

Datasets for Different Modalities

Modalities include text, video, different widely-applicable concepts, like data formats, how the data was collected or transformed from other data (e.g., see text-to-...), etc., and general usage guidance like data intended for pretraining, reinforcement-learning, chain of thought, etc.

Keywords

3D Agents Alignment Arrow Arxiv Audio Benchmark Classification Chain Of Thought Chat Crowd Sourced CSV Embeddings Evaluation Fine Tuning Generated Data Feature Extraction Graph Handwritten Image Instruction Following LLM JSON Monolingual Multi Lingual Multimodal Multiple Choice Named Entity Recognition News NLP Planning Pretraining Problem Solving Prompt Question Answering RAG Reasoning Regression Reinforcement Learning Safety Search Security Sentence Similarity Sentence Transformers Sentiment Analysis Speech Summarization Tabular Retrieval Text To … To Text Translation Tutorial Unlearning Video Vision Wikipedia

Datasets for the Modality Keywords

3D (keyword: 3d)↑

Three-dimensional data.

This set includes the following additional keywords: depth-estimation, image-to-3d, text-to-3d

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Agents (keyword: agents)↑

This set includes the following additional keywords: agent, downstream-task, downstream-tasks, function-calling, language-agent

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Alignment (keyword: alignment)↑

This set includes the following additional keywords: acceptability-classification, alignment-lab-ai, explainability, fairness, grounding, hallucination, relevance

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Arrow (keyword: arrow)↑

Arrow formatted data.

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Arxiv (keyword: arxiv)↑

References to arXiv articles. (There are many keywords starting with arxiv:.)

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Audio (keyword: audio)↑

This set includes the following additional keywords: audio-classification, audio-to-audio, speaker-identification, text-to-audio, voice, voice-activity-detection

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Benchmark (keyword: benchmark)↑

Datasets associated with benchmarks of any kind.

This set includes the following additional keywords: alignment, aveni-bench, benchmarks, gsm8k, mteb, nli, test, testing

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Chain Of Thought (keyword: chain-of-thought)↑

This set includes the following additional keywords: cot

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Chat (keyword: chat)↑

This set includes the following additional keywords: argument, argumentation, chat-dataset, conversation, conversational, conversational-ai, conversations, debate, dialog, dialogue, dialogue-modeling, discussion, fictitious dialogues, multiple-turn-dialogue, roleplay, role-play

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Classification (keyword: classification)↑

All aspects of classification: text, images, etc.

This set includes the following additional keywords: acceptability-classification, audio-classification, entity-linking-classification, image-classification, intent-classification, multi-class-classification, multi-class-image-classification, multi-input-text-classification, multi-label-classification, multi-label-image-classification, segmentation, semantic-segmentation, semantic-similarity-classification, semantic-similarity-scoring, sentiment-classification, sentiment-scoring, tabular-classification, tabular-multi-class-classification, tabular-multi-label-classification, text-classification, text-scoring, token classification, token-classification, topic-classification, video-classification, zero-shot-classification, zero-shot-image-classification

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Crowd Sourced (keyword: crowdsourced)↑

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CSV (keyword: csv)↑

CSV formatted data.

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Embeddings (keyword: embeddings)↑

This set includes the following additional keywords: embedding

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Evaluation (keyword: evaluation)↑

This set includes the following additional keywords: eval, quality

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Feature Extraction (keyword: feature-extraction)↑

This set includes the following additional keywords: image-feature-extraction

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Fine Tuning (keyword: finetuning)↑

Post training refinement of models for alignment, safety, etc.

This set includes the following additional keywords: finetune, fine-tune, fine-tuning, instruct, instruction-finetuning, instruction-fine-tuning, instruction-following, instruction tuning, instruction-tuning, preference, preferences, sft, structured-fine-tuning

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Generated Data (keyword: generated-data)↑

Datasets that were generated by humans or automation.

This set includes the following additional keywords: ai-generated, conditional-text-generation, code-generation, dialog-generation, explanation-generation, generation, generated, expert-generated, machine-generated, ocr, text generation, text-generation, text2text-generation, synthetic, synthetic-captions, synthetic-data, synthetic-dataset, synthgenai

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Graph (keyword: graph)↑

This set includes the following additional keywords: graphs, graph-ml, knowledge graph, knowledge-graph, knowledge graphs, knowledge-graphs

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Handwritten (keyword: handwritten)↑

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Image (keyword: image)↑

Datasets of images and analysis of them, such as object detection.

This set includes the following additional keywords: anime, chart, caption, danbooru, diagram, geometry-diagram, images, image-captioning, image-captions, image-caption pairs, image-caption-pairs, image classification, image-classification, image-data, image-feature-extraction, image-generation, image-segmentation, image-text-dataset, image-text-to-text, image-to-image, image-to-text, image-to-video, multi-class-image-classification, object detection, object-detection, photo, photos, photograph, photographs, scientific-figure, super-resolution, text-to-image, unconditional-image-generation

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Instruction Following (keyword: instruction-following)↑

This set includes the following additional keywords: instruct, instruction, instruction-finetuning, instruction-fine-tuning, instruction-tuning, multiturn, multi-turn

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JSON (keyword: json)↑

JSON formatted data.

This set includes the following additional keywords: jsonl

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LLM (keyword: llm)↑

This set includes the following additional keywords: alpaca, large-language-model, large-language-models, language model, language-modeling, llms, masked-language-modeling

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Monolingual (keyword: monolingual)↑

Primarily one language.

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Multi Lingual (keyword: multilingual)↑

Datasets with more than one language.

This set includes the following additional keywords: machine translation, multi-lingual, squad_v2_french_translated, translated

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Multimodal (keyword: multimodal)↑

This set includes the following additional keywords: multimodality, multi-modal, multi-modal-qa

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Multiple Choice (keyword: multiple-choice)↑

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Named Entity Recognition (keyword: named-entity-recognition)↑

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News (keyword: news)↑

This set includes the following additional keywords: news-articles-summarization

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NLP (keyword: nlp)↑

This set includes the following additional keywords: explanation, explanation-generation, natural-language-inference, natural-language-processing, natural-language-understanding

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Planning (keyword: planning)↑

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Pretraining (keyword: pretraining)↑

Training of foundation modals, before (or 'pre') tuning for alignment, safety, etc.

This set includes the following additional keywords: long context, long-context, distillation, pretrain, preservation-loss-training

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Problem Solving (keyword: problem-solving)↑

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Prompt (keyword: prompt)↑

This set includes the following additional keywords: dfp, french prompts, prompts, prompt engineering, prompt-generation

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Question Answering (keyword: question-answering)↑

Datasets with question and answer pairs and related content.

This set includes the following additional keywords: abstractive-qa, camel, closed-book-qa, closed-domain-qa, document-question-answering, extractive-qa, Figure Q&A, Math Q&A, multiple-choice-qa, multi-modal-qa, open-domain-qa, open-book-qa, q-and-a, qa, qna, q&a, questions, question-generation, table-question-answering, visual-question-answering, vqa

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RAG (keyword: rag)↑

Retrieval-Augmented Generation.

This set includes the following additional keywords: retrieval augmented generation, retrieval-augmented-generation

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Reasoning (keyword: reasoning)↑

Datasets to improve model's abilities to reason.

This set includes the following additional keywords: reflection, step-by-step, logical-reasoning, mathematical-reasoning

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Regression (keyword: regression)↑

This set includes the following additional keywords: tabular-regression

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Reinforcement Learning (keyword: reinforcement-learning)↑

This set includes the following additional keywords: dpo, expert trajectory, human-feedback, rl, rlhf, rlaif

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Retrieval (keyword: retrieval)↑

This set includes the following additional keywords: document-retrieval, entity-linking-retrieval, fact-checking, fact-checking-retrieval, information-retrieval, text-retrieval

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Safety (keyword: safety)↑

This set includes the following additional keywords: deepfake, deep-fake, fairness, hallucination, hate-speech, hate-speech-detection, misinformation, red-teaming, toxicity

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Search (keyword: search)↑

This set includes the following additional keywords: codesearchnet, search-queries, semantic-search

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Security (keyword: security)↑

This set includes the following additional keywords: cybersecurity, jailbreak, red-teaming

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Sentence Similarity (keyword: sentence-similarity)↑

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Sentence Transformers (keyword: sentence-transformers)↑

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Sentiment Analysis (keyword: sentiment-analysis)↑

This set includes the following additional keywords: emotion, emotions, sentiment-classification, sentiment, sentiments

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Speech (keyword: speech)↑

This set includes the following additional keywords: automatic-speech-recognition, grammar, hate-speech, hate-speech-detection, linguistics, parts-of-speech, sarcasm-detection, speech-detection, speech-recognition, text-to-speech

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Summarization (keyword: summarization)↑

This set includes the following additional keywords: news-articles-summarization, paraphrase, paraphrase-identification, summary, text-simplification

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Tabular (keyword: tabular)↑

Data in table formats.

This set includes the following additional keywords: table, table-to-text

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Text To ... (keyword: text-to-...)↑

Generating images, videos, etc. from text.

This set includes the following additional keywords: image-text-to-text, text-to-audio, text-to-image, text-to-speech, text-to-sql, Text to Video, text-to-video, video-text-to-text

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To Text (keyword: to-text)↑

Datasets for generating text from different data sources.

This set includes the following additional keywords: data-to-text, image-caption pairs, image-caption-pairs, image-text-to-text, image-to-text, table-to-text, video-text-to-text, video-to-text

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Translation (keyword: translation)↑

This set includes the following additional keywords: machine translation, translated

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Tutorial (keyword: tutorial)↑

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Unlearning (keyword: unlearning)↑

This set includes the following additional keywords: tofu

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Video (keyword: video)↑

This set includes the following additional keywords: drone, image-to-video, likert, lvlm, movie, movies, synthetic-captions, Text to Video, text-to-video, video-classification, video-text-to-text, video-to-text, vision-language, vlm, vlms, youtube

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Vision (keyword: vision)↑

This set includes the following additional keywords: computer-vision, computer vision

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Wikipedia (keyword: wikipedia)↑

This set includes the following additional keywords: nanodbpedia, extended, wikipedia, wiki, wikidata, wikimedia/wit_base, wikisql

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