Text Generation Datasets
There are 723 text generation datasets in our directory, 13 of which are benchmarks. Each links to its source, paper, and download — browse the full list below or filter by language.
Text Generation is the task of producing new, coherent text from a prompt — the core capability behind chatbots and writing assistants. We catalog 723 datasets for it.
- 0xDing/wikipedia-cn-20230720-filteredText GenerationZH
- 1111xxx/zoengjyutgaaiAutomatic Speech Recognition, Text To Speech, Text Generation, Feature Extraction, Audio To Audio, Audio Classification, Text To AudioYUE
- 64bits/lima_vicuna_formatText GenerationEN
- a-m-team/AM-DeepSeek-Distilled-40MText GenerationZH, EN
- a-m-team/AM-DeepSeek-R1-0528-DistilledText GenerationEN, ZH
- a-m-team/AM-DeepSeek-R1-Distilled-1.4MText GenerationZH, EN
- a-m-team/AM-Thinking-v1-DistilledText GenerationEN, ZH
- AbhishekBhandari/Devanagari-OCR-ICL-BenchmarkText Generation, Image To TextHI, MR
- abuelkhair-corpus/arabic_billion_wordsText Generation, Fill MaskAR
- acon96/Home-Assistant-RequestsQuestion Answering, Text GenerationEN
- actava/chi-benchText GenerationEN
- addisonwu05/llm-polysemy-outputsText To Image, Text GenerationEN, TR, FR
- AGBonnet/augmented-clinical-notesText GenerationEN
- agentlans/high-quality-english-sentencesText Classification, Text Generation, Feature Extraction, Sentence SimilarityEN
- ai-hyz/MemoryAgentBenchQuestion Answering, Zero Shot Classification, Summarization, Text Classification, Text GenerationEN
- AI-MO/NuminaMath-1.5Text GenerationEN
- AI-MO/NuminaMath-CoTText GenerationEN
- AI-MO/NuminaMath-TIRText GenerationEN
- ai4bharat/samanantarText Generation, TranslationEN, AS, BN
- ai4bharat/sangrahaText GenerationAS, BN, GU
- ai4privacy/pii-masking-200kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- ai4privacy/pii-masking-300kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- ai4privacy/pii-masking-400kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- AIencoder/llama-cpp-wheelsText GenerationEN
- AiresPucrs/stanford-encyclopedia-philosophyText Classification, Text GenerationEN
- airtrain-ai/fineweb-edu-fortifiedText GenerationEN
- aisa-group/PostTrainBench-TrajectoriesText GenerationEN
- ajibawa-2023/Children-Stories-CollectionText GenerationEN
- ajibawa-2023/General-Stories-CollectionText GenerationEN
- ajibawa-2023/Java-Code-LargeText GenerationEN
- ajibawa-2023/JavaScript-Code-LargeText GenerationEN
- ajibawa-2023/Maths-CollegeText Generation, Question AnsweringEN
- akoksal/LongFormTable Question Answering, Summarization, Text Generation, Question AnsweringEN
- alespalla/chatbot_instruction_promptsQuestion Answering, Text GenerationEN
- Alfaxad/vector-100kVisual Question Answering, Text GenerationEN
- AlgorithmicResearchGroup/arxiv_s2orc_parsedText Generation, Zero Shot ClassificationENBenchmark
- AlgorithmicResearchGroup/s2orc_arxivText Generation, Summarization, Feature ExtractionENBenchmark
- AlgorithmicResearchGroup/s2orc_fullText Generation, Feature Extraction, Text ClassificationENBenchmark
- Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120bText GenerationEN
- Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b-LogprobText GenerationEN
- alibayram/doktorsitesiText Generation, Text Classification, Table Question AnsweringTR
- alibayram/turkish_mmluText Generation, Text Classification, Table Question AnsweringTRBenchmark
- AlicanKiraz0/Agentic-Chain-of-Thought-Coding-SFT-DatasetText GenerationEN
- AlicanKiraz0/All-CVE-Records-Training-DatasetText GenerationEN
- AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1Text GenerationEN
- AlicanKiraz0/Turkish-SFT-Dataset-v1.0Text Classification, Question Answering, Text GenerationTR
- AlienKevin/SWE-ZERO-12M-trajectoriesText GenerationEN
- allenai/c4Text Generation, Fill MaskAF, AM, AR
- allenai/dolmaText GenerationEN
- allenai/dolma3_dolmino_mix-100B-1025Text GenerationEN
- allenai/dolma3_dolmino_poolText GenerationEN
- allenai/dolma3_mix-6TText GenerationEN
- allenai/dolma3_mix-6T-1025-7BText GenerationEN
- allenai/dolma3_poolText GenerationEN
- allenai/dolmino-mix-1124Text GenerationEN
- allenai/MADLAD-400Text GenerationEnglish
- allenai/olmo-mix-1124Text GenerationEN
- allenai/OLMoE-mix-0924Text GenerationEN
- allenai/peS2oText Generation, Fill MaskEN
- allenai/quacQuestion Answering, Text Generation, Fill MaskEN
- allenai/tulu-3-sft-personas-instruction-followingText GenerationEN
- allenai/tulu-v2-sft-mixtureQuestion Answering, Text GenerationEN
- allenai/WildBenchText GenerationEN
- allenai/WildChatText Generation, Question AnsweringEnglish
- allenai/WildChat-1MText Generation, Question AnsweringEnglish
- allenai/WildChat-1M-FullText Generation, Question AnsweringEnglish
- allenai/WildChat-4.8MText Generation, Question AnsweringEnglish
- allenai/WildChat-4.8M-FullText Generation, Question AnsweringEnglish
- allenai/wildjailbreakText GenerationEN
- alpindale/visual-novelsText GenerationEN
- AmazonScience/FalseRejectText Generation, Fill MaskEN
- Amod/mental_health_counseling_conversationsText Generation, Question AnsweringEN
- amphora/QwQ-LongCoT-130KText GenerationEN
- amphora/ResearchMath-14kText Generation, Question AnsweringENBenchmark
- angrygiraffe/claude-opus-4.6-4.7-reasoning-8.7kText Generation, Question AnsweringEN
- anisoleai/fineweb-tokenizedText GenerationEN
- anoynsharechat/sharechatText Generation, Question AnsweringEN, MULTILINGUAL
- arbml/CIDARText GenerationAR
- arcinstitute/opengenome2Text GenerationEnglishBenchmark
- argilla/Capybara-PreferencesText GenerationEN
- argilla/databricks-dolly-15k-curated-multilingualText GenerationES, DE, FR
- argilla/distilabel-capybara-dpo-7k-binarizedQuestion Answering, Text GenerationEN
- argilla/distilabel-math-preference-dpoText GenerationEN
- argilla/FinePersonas-v0.1Text GenerationEN
- argilla/ifeval-like-dataText GenerationENBenchmark
- argilla/magpie-ultra-v0.1Text GenerationEN
- argilla/OpenHermesPreferencesText GenerationEN
- argilla/Synth-APIGen-v0.1Text GenerationEN
- argilla/ultrafeedback-binarized-preferences-cleanedText GenerationEN
- armand0e/claude-fable-5-claude-codeText GenerationEnglish
- armand0e/qwen3.7-max-pi-tracesText GenerationEnglish
- artefactory/Argimi-Ardian-Finance-10k-textText Retrieval, Text GenerationEN
- ATH-MaaS/Marco_LongspeechAutomatic Speech Recognition, Audio Classification, Text GenerationEN, ZHBenchmark
- Avelina/smollm-corpusText GenerationEN
- axiong/pmc_llama_instructionsQuestion Answering, Text GenerationEN
- b-mc2/sql-create-contextText Generation, Question Answering, Table Question AnsweringEN
- b3x0m/Chinese-H-NovelsText Classification, Summarization, Token Classification, Question Answering, Text Generation, Fill Mask, Sentence SimilarityZH
- BAAI/CCI-DataText GenerationZH
- BAAI/CCI2-DataText GenerationZH
- BAAI/CCI3-HQText GenerationZH
- BAAI/IndustryCorpusText GenerationZH, EN
- BAAI/Infinity-InstructText GenerationEN, ZH
- BAAI/Infinity-PreferenceText Generation, Question AnsweringEN, ZH
- BAAI/InfinityMATHText Generation, Question AnsweringEN
- BAAI/JudgeLM-100KText GenerationEN
- BAAI/TACOText GenerationCODE
- Babelscape/rebel-datasetText Retrieval, Text GenerationEN
- badlogicgames/pi-monoText GenerationEN, CODE
- bai-roleplay/evol-character-200Text GenerationZH
- bai-roleplay/evol-character-entireText GenerationZH
- bastao/VeraCruz_PT-BRText Generation, Text ClassificationPT
- beomi/KoAlpaca-v1.1aText GenerationKO
- bertin-project/alpaca-spanishText GenerationES
- bevaya/ScreenSpotText Generation, Image To TextEN
- bh2821/LightNovel5000Text Generation, TranslationZH, EN
- bigcode/starcoderdataText GenerationCODEBenchmark
- bigcode/the-stackText GenerationCODE
- bigcode/the-stack-dedupText GenerationCODE
- bigcode/the-stack-github-issuesText GenerationEN
- bigcode/the-stack-smolText GenerationCODE
- bigcode/the-stack-v2Text GenerationCODE
- bigcode/the-stack-v2-dedupText GenerationCODE
- bigcode/the-stack-v2-train-full-idsText GenerationCODE
- bigcode/the-stack-v2-train-smol-idsText GenerationCODE
- biglam/europeana_newspapersText GenerationDE, FR, EL
- Bingguang/HardGenQuestion Answering, Text GenerationEN
- bnadimi/PyraNet-VerilogText GenerationEN
- bookcorpus/bookcorpusText Generation, Fill MaskEN
- botp/RyokoAI_Syosetu711KText Classification, Text GenerationJA
- bowen-upenn/PersonaMem-v2Question Answering, Text GenerationEN
- BramVanroy/CommonCrawl-CreativeCommonsText GenerationAFR, DEU, ENG
- bshada/open-schematicsText Generation, Image To Text, Text To ImageEN
- BUAADreamer/llava-en-zh-300kText Generation, Visual Question AnsweringEN, ZH
- ByteDance-Seed/mga-fineweb-eduText GenerationEN
- ByteDance-Seed/Multi-SWE-benchText GenerationEnglishBenchmark
- ByteDance-Seed/Multi-SWE-RLText GenerationEnglish
- BytedTsinghua-SIA/CUDA-Agent-Ops-6KText GenerationEN
- BytedTsinghua-SIA/DAPO-Math-17kText GenerationEN
- cais/wmdpText GenerationEN
- camel-ai/ai_societyText GenerationEN
- camel-ai/biologyText GenerationEN
- camel-ai/chemistryText GenerationEN
- camel-ai/codeText GenerationEN
- camel-ai/mathText GenerationEN
- camel-ai/physicsText GenerationEN
- CausalLM/Refined-Anime-TextText GenerationEN, ZH
- CausalLM/Retrieval-SFT-ChatQuestion Answering, Text GenerationEN, ZH, JA
- ccdv/arxiv-summarizationSummarization, Text GenerationEN
- ccdv/cnn_dailymailSummarization, Text GenerationEN
- ccdv/govreport-summarizationSummarization, Text GenerationEN
- ccdv/pubmed-summarizationSummarization, Text GenerationEN
- chargoddard/rpguildText GenerationEN
- CharlieDreemur/OpenManus-RLText GenerationEN
- ChilleD/SVAMPText GenerationEN
- Clinton/Text-to-sql-v1Text GenerationEN
- ClusterlabAi/101_billion_arabic_words_datasetText GenerationAR
- clzoro/GLM-5.1-1000000xText Generation, Question AnsweringEN, ZH
- code-search-net/code_search_netText Generation, Fill MaskCODEBenchmark
- codefuse-ai/CodeExercise-Python-27kText GenerationEN
- codefuse-ai/Evol-instruction-66kText GenerationEN
- codeparrot/appsText GenerationCODE
- codeparrot/codecomplexText GenerationCODE
- codeparrot/github-codeText GenerationCODE
- codeparrot/xlcost-text-to-codeText GenerationCODE
- CohereLabs/aya_evaluation_suiteText GenerationAFR, SQI, AMH
- common-pile/caselaw_access_projectText GenerationEN
- commoncrawl/host-index-testing-v2Text GenerationEnglish
- CommonGenText GenerationEnglish
- Congliu/Chinese-DeepSeek-R1-Distill-data-110kText Generation, Question AnsweringZH
- Congliu/Chinese-DeepSeek-R1-Distill-data-110k-SFTText Generation, Question AnsweringZH
- coral-nlp/german-commonsText GenerationDE
- Crownelius/Complete-FABLE.5-traces-2MText GenerationEN
- csebuetnlp/xlsumSummarization, Text GenerationAM, AR, AZ
- DAMO-NLP-SG/multimodal_textbookText Generation, SummarizationEN
- danish-foundation-models/danish-dynawordText GenerationDA
- data-is-better-together/10k_prompts_rankedText Classification, Text Generation, Reinforcement LearningEN
- DATA-MASK/FineWeb-MaskText GenerationEN
- DataMuncher-Labs/UltiMathText GenerationEN
- Dataset for Fill-in-the-Blank HumorText GenerationEnglish
- datatune/LogiCoTText GenerationEN, ZH
- davanstrien/haiku_dpoText Generation, Reinforcement LearningEnglish
- declare-lab/HarmfulQAText Generation, Text ClassificationEN
- DeepAuto-AI/MacroLensTime Series Forecasting, Tabular Regression, Text Generation, Question AnsweringEN
- deepmind/pg19Text GenerationEN
- DeepMount00/o1-ITA-REASONINGText GenerationIT
- defunct-datasets/amazon_reviews_multiSummarization, Text Generation, Fill Mask, Text ClassificationDE, EN, ES
- defunct-datasets/amazon_us_reviewsSummarization, Text Generation, Fill Mask, Text ClassificationEN
- defunct-datasets/bookcorpusopenText Generation, Fill MaskEN
- defunct-datasets/the_pile_books3Text Generation, Fill MaskEN
- dell-research-harvard/AmericanStoriesText Classification, Text Generation, Text Retrieval, Summarization, Question AnsweringENBenchmark
- dell-research-harvard/newswireText Classification, Text Generation, Text Retrieval, Summarization, Question AnsweringENBenchmark
- demelin/moral_storiesMultiple Choice, Text Generation, Text ClassificationEN
- DJLougen/hermes-agent-traces-filteredText GenerationEN
- DKYoon/SlimPajama-6BText GenerationEN
- dominguesm/alpaca-data-pt-brText GenerationPT
- DSULT-Core/bluesky-298-million-PostsText Generation, Text ClassificationEN
- dvilasuero/natural-science-reasoningText GenerationEN
- E2EText GenerationEnglish
- eaddario/imatrix-calibrationText GenerationAR, DE, EN
- EleutherAI/pileText Generation, Fill MaskEN