MusicLM by Google

Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic.Learn moreOK, Got it.Google AI and 3 collaborators · Updated 3 years agoarrow_drop_up791codeCodefile_downloadDownloadmore_vertMusicCaps5.5k high-quality music captions written by musiciansMusicCapsData CardCode (8)Discussion (1)Suggestions (1) About DatasetThe MusicCaps dataset contains 5,521 music examples, each of which is labeled with an English aspect list and a free text caption written by musicians. An aspect list is for example "pop, tinny wide hi hats, mellow piano melody, high pitched female vocal melody, sustained pulsating synth lead". The caption consists of multiple sentences about the music, e.g., "A low sounding male voice is rapping over a fast paced drums playing a reggaeton beat along with a bass. Something like a guitar is playing the melody along. This recording is of poor audio-quality. In the background a laughter can be noticed. This song may be playing in a bar." The text is solely focused on describing how the music sounds, not the metadata like the artist name. The labeled examples are 10s music clips from the AudioSet dataset (2,858 from the eval and 2,663 from the train split). Please cite the corresponding paper, when using this dataset: http://arxiv.org/abs/2301.11325 (DOI: 10.48550/arXiv.2301.11325)Usabilityinfo9.41LicenseCC BY-SA 4.0Expected update frequencyNeverTagsMusicTextEnglishAudiomusiccaps-public.csv(2.94 MB)get_appfullscreenchevron_rightDetailCompactColumn9 of 9 columnskeyboard_arrow_downAbout this file This is the main file of the dataset. It contains all data.text_formatytidsortYT ID pointing to the YouTube video in which the labeled music segment appears. You can listen to the segment by opening https://youtu.be/watch?v={ytid}&start={start_s}grid_3x3start_ssortPosition in the YouTube video at which the music starts. grid_3x3end_ssortPosition in the YouTube video at which the music end. All clips are 10s long.text_formataudioset_positive_labelssortLabels for this segment from the AudioSet (https://research.google.com/audioset/) dataset.text_formataspect_listsortA list of aspects describing the music.text_formatcaptionsortA multi-sentence free text caption describing the music.vpn_keyauthor_idsortAn integer for grouping samples by who wrote them.checkis_balanced_subsetsortIf this value is true, the row is a part of the 1k subset which is genre-balanced.checkis_audioset_evalsortIf this value is true, the clip is from the AudioSet eval split. Otherwise it is from the AudioSet train split.5521unique valuesLabelCount0.00 - 59.003,44359.00 - 118.00722118.00 - 177.00470177.00 - 236.00319236.00 - 295.00188295.00 - 354.00117354.00 - 413.00104413.00 - 472.0062472.00 - 531.0055531.00 - 590.0041...0590LabelCount10.00 - 69.003,44369.00 - 128.00722128.00 - 187.00470187.00 - 246.00319246.00 - 305.00188305.00 - 364.00117364.00 - 423.00104423.00 - 482.0062482.00 - 541.0055541.00 - 600.0041...10600/m/04rlf,/t/dd000361%/m/04rlf,/t/dd000331%Other (5379)97%5518unique values5521unique valuesLabelCount0.00 - 0.905540.90 - 1.804891.80 - 2.701122.70 - 3.603013.60 - 4.501,3834.50 - 5.40335.40 - 6.308956.30 - 7.207087.20 - 8.101808.10 - 9.00866...09BooleanCounttrue1,000false4,521[null]0falsetrue100018%false452182%BooleanCounttrue2,858false2,663[null]0falsetrue285852%false266348%-0Gj8-vB1q43040/m/0140xf,/m/02cjck,/m/04rlf['low quality', 'sustained strings melody', 'soft female vocal', 'mellow piano melody', 'sad', 'soul...The low quality recording features a ballad song that contains sustained strings, mellow piano melod...4FalseTrue-0SdAVK79lg3040/m/0155w,/m/01lyv,/m/0342h,/m/042v_gx,/m/04rlf,/m/04szw,/m/07s0s5r,/m/0fx80y,/m/0gg8l['guitar song', 'piano backing', 'simple percussion', 'relaxing melody', 'slow tempo', 'bass', 'coun...This song features an electric guitar as the main instrument. The guitar plays a descending run in t...0FalseFalse-0vPFx-wRRI3040/m/025_jnm,/m/04rlf['amateur recording', 'finger snipping', 'male mid range voice singing', 'reverb']a male voice is singing a melody with changing tempos while snipping his fingers rhythmically. The r...6FalseTrue-0xzrMun0Rs3040/m/01g90h,/m/04rlf['backing track', 'jazzy', 'digital drums', 'piano', 'e-bass', 'trumpet', 'acoustic guitar', 'digita...This song contains digital drums playing a simple groove along with two guitars. One strumming chord...6FalseTrue-1LrH01Ei1w3040/m/02p0sh1,/m/04rlf['rubab instrument', 'repetitive melody on different octaves', 'no other instruments', 'plucked stri...This song features a rubber instrument being played. The strumming is fast. The melody is played on ...0FalseFalse-1OlgJWehn83040/m/04rlf,/m/06bz3['instrumental', 'white noise', 'female vocalisation', 'three unrelated tracks', 'electric guitar ha...This clip is three tracks playing consecutively. The first one is an electric guitar lead harmony wi...7FalseTrue-1UWSisR2zo3040/m/04rlf,/m/0xzly['live performance', 'poor audio quality', 'ambient noises', 'school dance program', 'crowd noise', ...A male singer sings this groovy melody. The song is a techno dance song with a groovy bass line, str...1FalseTrue-3Kv4fdm7Uk3040/m/04rlf,/m/04szw,/m/0l156b['steeldrum', 'higher register', 'amateur recording']someone is playing a high pitched melody on a steel drum. The file is of poor audio-quality.6FalseTrue-4NLarMj4xU3040/m/04rlf,/t/dd00034['pop', 'tinny wide hi hats', 'mellow piano melody', 'high pitched female vocal melody', 'sustained ...The Pop song features a soft female vocal singing over sustained pulsating synth lead, mellow piano ...4FalseFalse-4SYC2YgzL83040/m/04rlf,/m/04wptg,/m/0ggq0m['solo live direct input acoustic guitar strumming', 'airy suspended open chords', 'low fidelity', '...low fidelity audio from a live performance featuring a solo direct input acoustic guitar strumming a...8FalseTrue-5FoeegAgvU230240/m/04rlf,/m/07rrh0c['brass', 'double bass', 'strings', 'instrumental', 'no voice', 'percussion']The instrumental music features an ensemble that resembles the orchestra. The melody is being played...2FalseTrue-5f6hjZf9Yw3040/m/02w4v,/m/04rlf['folk music', 'rubab', 'male voice', 'slow tempo', 'emotional song', 'low quality audio', 'violin',...This folk song features a male voice singing the main melody in an emotional mood. This is accompani...0FalseFalse-5xOcMJpTUk7080/m/018vs,/m/0342h,/m/042v_gx,/m/04rlf,/m/04szw,/m/09x0r,/m/0fx80y['guitarist', 'male talking', 'twang sounds', 'mediocre audio quality', 'guitar string tones', 'guit...A male guitarist plays the guitar and speaks about technique in this online video tutorial. The male...1FalseFalse-6HBGg1cAI03040/m/02p0sh1,/m/04rlf,/m/06j64v['folk song', 'traditional song', 'middle eastern song', 'male voice', 'darbuka', 'oud instrument', ...This middle eastern folk song features a male voice. This is accompanied by a string instrument call...0FalseTrue-6QGvxvaTkI280290/m/01p970,/m/026t6,/m/0l14md['low quality', 'echoing male vocal', 'acoustic strings melody', 'crowd chattering', 'wooden percuss...The low quality recording features a live performance of a traditional song and it consists of an ec...4FalseFalse-6pcgdLfb_A110120/m/04rlf,/t/dd00035['r&b', 'soul', 'male vocal', 'melodic singing', 'strings sample', 'strong bass', 'electronic drums'...This is an R&B/soul music piece. There is a male vocalist singing melodically and in a sensual manne...9FalseFalse-7B9tPuIP-w450460/m/0155w,/m/04rlf,/m/07sr1lc['male vocalist', 'medium fast tempo', 'monologue', 'background music', 'hit songs', 'retro', 'narra...A male voice narrates a monologue to the rhythm of a song in the background. The song is fast tempo ...7FalseTrue-7wUQP6G5EQ3040/m/02cjck,/m/02w4v,/m/04rlf['low quality', 'noisy', 'renaissance music', 'soft wooden percussions', 'mellow harmonized flute me...The low quality recording features a renaissance music that consists of soft wooden percussion and m...4FalseFalse-88me9bBzrk3040/m/015vgc,/m/04rlf['hindi', 'tablas', 'shrutibox', 'bansuri flute', 'medium tempo']Someone is playing a fast melody on a low bansuri flute along with someone playing tablas and a shru...6FalseTrue-8C-gydUbR83040/m/04rlf,/t/dd00003,/t/dd00004,/t/dd00005['gospel music', 'poor sound quality', 'children choir', 'medium tempo', 'black gospel music', 'dist...A children’s choir sings this devotional melody. The song is medium tempo with a steady bass line, d...1FalseTrue-8cgbhIR_pw3040/m/042v_gx,/m/04rlf,/m/04szw,/m/06w87,/m/07s0s5r,/m/0fx80y,/t/dd00034['low quality', 'passionate muddy male vocal', 'arpeggiated acoustic guitar melody', 'noisy', 'muddy...The low quality recording features a cover of a ballad song that consists of passionate, muddy male ...4FalseTrue-BHPu-dPmWQ3040/m/04rlf,/t/dd00032['intimate wide mixed vocals', 'synth lead melody', 'punchy kick', 'noisy snare', 'claps', 'groovy b...The Alternative/Indie song features an intimate, widely spread, mixed vocals singing over noisy snar...4FalseTrue-BIMKnb3tlo410420/m/01p970,/m/026t6,/m/0l14md['hindustani classical music', 'harmonium', 'bansuri', 'tabla', 'electronic drums', 'upbeat', 'joyfu...This is a Hindustani classical music piece. There is a harmonium playing the main tune. A bansuri jo...9FalseFalse-Bu7YaslRW03040/m/025td0t,/m/02cjck,/m/04rlf['atmospheric', 'cinematic', 'calming', 'flute/string/brass sound', 'cymbals', 'synth pad drone', 's...A synth pad is playing a drone sound in the lower mid range. Cymbals are creating atmosphere while a...6FalseTrue-ByoSbgzr4M010/m/01glhc,/m/04rlf['instrumental', 'electric guitar', 'stringed instrument', 'vibrato', 'sonic power', 'amplified guit...This clip is an electronic guitar instrumental. The tempo is fast with a vigorous, lively electric g...7FalseTrue-CUp_Tmg2Y03040/m/01qbl,/m/026t6,/m/02hnl,/m/03qtq,/m/03t3fj,/m/0bm02,/m/0l14md['low quality', 'mono', 'noisy', 'drums solo', 'double pedal kick', 'punchy snare', 'shimmering cymb...The low quality recording features a drum solo that consists of a double pedal kick, punchy snare, s...4FalseFalse-DeAdhYKbGE290300/m/0192l,/m/085jw['bagpipe ensemble', 'unison melody', 'drone', 'quick melody', 'trills', 'ornamentation']A bagpipe ensemble playing a quick melody in unison, employing trills to ornament it.8FalseFalse-Dtir74TiUM4050/m/01hgjl,/m/0283d,/m/04rlf,/m/07qb_dv['drum & bass', 'electronic dance music', 'hollering sample', 'scratching', 'synth', 'electronic dru...This is a drum & bass music piece. There is a constantly repeating hollering sample accompanied by r...9FalseFalse-EVRXQpt1-85060/m/01swy6,/m/04rlf,/t/dd00126['oriental/ballad', 'guitar like instrumental', 'bass', 'male voice singing', 'female backing voice ...Someone is playing a guitar-like instrument in a tremolo fashion along with someone playing a melody...6FalseTrue-FEPOSP7ay0260270/m/0395lw['loud bells impacts', 'metallic squeaking sound', 'low quality', 'mono', 'noisy']The low quality recording features loud bells and metallic squeaking sounds. The recording is mono a...4FalseFalse-FFx68qSAuY190200/m/026t6,/m/02hnl,/m/02k_mr,/m/03t3fj,/m/06rvn,/m/0bm02,/m/0l14md['punk rock', 'gothic rock', 'male vocals', 'grunt-like singing', 'electric guitar', 'bass guitar', ...This is a punk rock music piece. There are male vocals singing in a grunt-like manner. The melody is...9FalseFalse-FlvaZQOr2I90100/m/04rlf,/t/dd00037['building suspense', 'cartoon show soundtrack', 'story telling', 'tense harmony', 'drumming rolls',...The song is an instrumental. The song is medium tempo, with a horn and string section and a drum sec...1FalseFalse-Gf4Ihv1zwc5060/m/04rlf,/t/dd00034['christmas', 'festive', 'celtic', 'female vocal', 'melodic singing', 'strings', 'piano', 'harp', 'd...This is a Christmas music piece with heavy influences from Celtic music. There is a female vocalist ...9FalseTrue-IZbvEO9wzU3040/m/04rlf,/t/dd00004,/t/dd00005['jingle', 'chipmunk vocal', 'transposed instruments', 'piano', 'electronic drums', 'high pitch', 'i...This is a heavily edited version of a birthday song. The track has been transposed to make the origi...9FalseTrue-JVWfFPBl84330340/m/0l14t7['low quality audio', 'tibetan singing bowl', 'animal sounds', 'no other instruments', 'no voices', ...This audio clip features the sound produced at a particular frequency by a Tibetan singing bowl. Thi...0FalseFalse-JvB5AL59fM3040/m/04rlf,/m/06j6l,/t/dd00031,/t/dd00035['rock', 'e-guitars', 'e-bass', 'acoustic drums', 'keys', 'female voice singing', 'male backing voic...An acoustic drum is playing a simple rock groove with some drum fills on the toms and snare along wi...6FalseTrue-M-6VinyMiY3040/m/04rlf,/t/dd00033['low quality', 'rock', 'flat male vocal', 'groovy bass guitar', 'sustained electric guitar melody',...The low quality recording features a rock song that consists of flat male vocal singing over sustain...4FalseFalse-M6K3QoHh403040/m/04rlf,/m/07qv_x_['low quality', 'r&b', 'boomy', 'passionate male vocal', 'claps', 'shimmering hi hats', 'groovy bass...The low quality recording features a R&B song playing on a speaker, judging by the reverberant and b...4FalseTrue-NmjCyqIavI3040/m/02cz_7,/m/04rlf,/m/0y4f8['amateur recording', 'beatboxing', 'female voice', 'funny', 'comedic']This is an amateur recording of a female voice beatboxing. It is a funny recording. It could be play...9FalseFalse-O9mnfC61Ac010/m/01lyv['country music', 'fiddle', 'acoustic guitar', 'electric guitar', 'gentle playing', 'slow tempo', 'e...This is a country music piece. There is a fiddle playing the main melody. The acoustic guitar and th...9FalseFalse-OAyRsvFGgc3040/m/01glhc,/m/02sgy,/m/0342h,/m/03lty,/m/04rlf,/m/0g12c5['low quality', 'noisy', 'cover', 'rock', 'electric guitar solo melody', 'playback instrumental', 'p...The low quality recording features a cover of a rock song that consists of an electric guitar solo m...4FalseTrue-OUIEnuNd1I3040/m/04rlf,/m/04wptg['classical', 'baroque', 'canon', 'single instrument', 'instrumental', 'harp', 'catchy', 'iconic', '...This is a classical music piece belonging to the baroque period. The piece is being performed with a...9FalseTrue-Q9MTRXS4bE3040/m/024dl,/m/04rlf['instrumental', 'fast tempo', 'happy', 'perky', 'punchy', 'background sounds super imposed by music...This music is a spirited instrumental. The tempo is fast with an animated Piano harmony, synthesiser...7FalseTrue-QuWdnmn-kM3040/m/04rlf,/m/0fd3y['sustained piano synth', 'lullaby', 'bright xylophone', 'mellow mellody', 'bass guitar', 'dreamy', ...This is a lullaby that features a main melody made with a xylophone that has a bright sound. A susta...5FalseTrue-R0267o4lLk6070/m/0239kh,/m/026t6,/m/02hnl,/m/02k_mr,/m/03t3fj,/m/06rvn,/m/0bm02,/m/0l14md['latin percussion', 'complex rhythms', 'medium to uptempo']You can hear two people playing various percussive instruments. One is holding the same beat playing...6FalseFalse-RYtUAsNhF03040/m/01jnbd,/m/02v2lh,/m/04rlf['poor quality', 'no singer', 'instrumental', 'piano', 'strings', 'acoustic guitar', 'gentle', 'mell...This is a poor quality instrumental piece played in the background of a sign language video. There i...9FalseTrue-SD43H5B5hE520530/m/01jg02,/m/01jg1z,/m/04rlf['soundeffects', 'cinematic', 'amateur recording']There is a low sound that reminds of a heartbeat rising in tempo before a splash-like metallic sound...6FalseTrue-SWaCArvQug2131/m/04rlf,/m/0fqfqc['ambient room noise', 'instrumental', 'male singer', 'beep tones', 'wind noise', 'doorsteps', 'nois...Ambient sound still in the room with a mild background music playing. A male singer sings a passion...1FalseTrue-T4GeTHKtJQ3040/m/02x8m,/m/04rlf['low quality', 'rock', 'punchy kick', 'punchy kick', 'wide electric guitar melodies', 'distorted ba...The low quality recording features a compilation of rock songs and it consists of punchy kicks, wide...4FalseFalse-U16iKiXGuY3040/m/03_d0,/m/04rlf['low quality', 'mellow piano melody', 'noisy', 'lip smack noise', 'r&b', 'emotional female vocal', ...The low quality recording features a live performance of a R&B song that consists of a mellow piano ...4FalseTrueData ExplorerVersion 1 (2.94 MB)calendar_view_weekmusiccaps-public.csvSummaryarrow_rightfolder1 filearrow_rightcalendar_view_week9 columnslightbulbSee what others are saying about this datasetWhat have you used this dataset for?Learning 52Research 25Application 2LLM Fine-Tuning 3How would you describe this dataset?Well-documented 19Well-maintained 13Clean data 6Original 9High-quality notebooks 4Othertext_snippetMetadataunfold_moreExpand AllCollaboratorskeyboard_arrow_downAuthorskeyboard_arrow_downCoveragekeyboard_arrow_downDOI Citationkeyboard_arrow_downProvenancekeyboard_arrow_downLicensekeyboard_arrow_downExpected Update Frequencykeyboard_arrow_downinsightsActivity OverviewvisibilityViews576KdateViewsFeb 24, 202643Feb 25, 202655Feb 26, 202643Feb 27, 202627Feb 28, 202638Mar 1, 202637Mar 2, 202630Mar 3, 202644Mar 4, 202631Mar 5, 202647Mar 6, 202621Mar 7, 202636Mar 8, 202638Mar 9, 202632Mar 10, 202655Mar 11, 202655Mar 12, 202643Mar 13, 202632Mar 14, 202629Mar 15, 202652Mar 16, 202661Mar 17, 202641Mar 18, 202627Mar 19, 202635Mar 20, 202625Mar 21, 202622Mar 22, 202652Mar 23, 202649Mar 24, 202651trending_up1151in the last 30 daysdownloadDownloads15.8Ktrending_up0in the last 30 daysdownloadingEngagement0.02747 downloads per viewforumComments3 postedpersonTop ContributorsDetail Viewkeyboard_arrow_upViewsLast monthdateViewsFeb 24, 202643Feb 25, 202655Feb 26, 202643Feb 27, 202627Feb 28, 202638Mar 1, 202637Mar 2, 202630Mar 3, 202644Mar 4, 202631Mar 5, 202647Mar 6, 202621Mar 7, 202636Mar 8, 202638Mar 9, 202632Mar 10, 202655Mar 11, 202655Mar 12, 202643Mar 13, 202632Mar 14, 202629Mar 15, 202652Mar 16, 202661Mar 17, 202641Mar 18, 202627Mar 19, 202635Mar 20, 202625Mar 21, 202622Mar 22, 202652Mar 23, 202649Mar 24, 202651100DownloadsLast monthNo datacodeRelated NotebooksSee allMusicCaps Explorermore_vertUpdated 3 years agoMusicCapsarrow_drop_up264PANDAS.1 SERIESmore_vertUpdated 3 years agoHotel Reservations Dataset+1arrow_drop_up54musiccap_audiomore_vertUpdated 2 years agoMusicCapsarrow_drop_up34table_chartYou May Also LikeMusic Datasetmore_vertswetha devireddyUsability 3.5 · Updated 2 years ago5 Files (CSV) · 17 MB · 19 downloadsarrow_drop_up0 MusicCapsAudio5308more_vertayushsharma4045Usability 5.3 · Updated a year ago5309 Files (other, CSV) · 8 GB · 23 downloadsarrow_drop_up0 Audio Datasetmore_vertMd. 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Learn moretrophyCOMPETITIONMotion-S: Text-to-Sign Motion Generation Signvrse more_vertBuild a model that translates text into realistic 3D sign language animations50 TeamsKudosA month to gotrophyCOMPETITIONWiDS Global Datathon 2026more_vertPredicting Time-to-Threat for Evacuation Zones Using Survival Analysis1280 Teams$25,000A month to gotrophyCOMPETITIONHedge fund - Time series forecastingmore_vertTime series forecasting by code, sub-code, sub_category and horizon1129 Teams$10,00011 days to gotrophyCOMPETITIONLLM Agentic Legal Information Retrievalmore_vertOpen for everyone! Retrieve the right Swiss legal sources for each question. 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Learn more about data types, creating, and collaborating.addNew Datasetsearchfilter_listFilters​All datasetsComputer ScienceEducationClassificationComputer VisionNLPData VisualizationPre-Trained ModelinsightsTrending DatasetsSee AllAI & DS Job Marketmore_vertSohaib MalikUsability 10.0 · Updated 7 days ago1 File (CSV) · 188 kB · 383 downloadsarrow_drop_up15 Apple AAPL Full Stock Financial Dataset 1980-2026more_vertAnadi GuptaUsability 9.4 · Updated 7 days ago12 Files (CSV) · 893 kB · 192 downloadsarrow_drop_up18 Airbnb Market Data: Asia-Pacificmore_vertJason_AirROIUsability 10.0 · Updated 8 days ago4 Files (CSV, other) · 24 MB · 183 downloadsarrow_drop_up15 alrIEEEna26 - ML Challenge by IEEE SB GEHUmore_vertIEEE-SB GEHUUsability 9.4 · Updated 6 days ago62148 Files (other, CSV) · 23 GB · 161 downloadsarrow_drop_up20 local_offerMusicSee AllLast.fm Global Trendsmore_vertTiago Adria NunesUsability 10.0 · Updated 7 days ago426 MB · 110 downloadsarrow_drop_up12 Oasis Live '25more_vertRodolfoUsability 9.4 · Updated 18 days ago1 File (CSV) · 3 kB · 80 downloadsarrow_drop_up10 Taco Hemingway Lyricsmore_vertDominikUsability 10.0 · Updated a month ago16 Files (other, CSV) · 386 kB · 85 downloadsarrow_drop_up23 All Oscar Soundtracksmore_vertActarusLabUsability 10.0 · Updated 7 days ago1 File (CSV) · 2 kB · 38 downloadsarrow_drop_up5 businessBusinessSee AllAmazon Bestsellers: Price vs User Rating Analysismore_vertObaid Ur RehmanUsability 10.0 · Updated 8 days ago1 File (CSV) · 15 kB · 944 downloadsarrow_drop_up27 Student Mental Health and Burnoutmore_vertStable SpaceUsability 10.0 · Updated 8 days ago1 File (CSV) · 138 MB · 1,045 downloadsarrow_drop_up29 Shopee TH: Customer Journey & Operations Datasetmore_vertHnin Shwe Zin HlaingUsability 10.0 · Updated 19 days ago11 Files (CSV) · 74 MB · 473 downloadsarrow_drop_up22 100 Recent(2026) Tweets of top Figures onX/Twittermore_vertAqeel kabirUsability 10.0 · Updated 17 days ago1 File (CSV) · 1 MB · 35 downloadsarrow_drop_up9 local_offerComputer ScienceSee AllOnline Learning Platform Usage Datasetmore_vertPrince RajakUsability 9.4 · Updated a month ago1 File (CSV) · 5 kB · 336 downloadsarrow_drop_up24 Online Casino Games Dataset — 1.2M Recordsmore_vertActarusLabUsability 10.0 · Updated 13 days ago1 File (CSV) · 67 MB · 150 downloadsarrow_drop_up7 PyDebug-Gold-150k: Coding Fine-Tuning & DPO Setmore_vertActarusLabUsability 10.0 · Updated 7 days ago1 File (CSV) · 1 MB · 13 downloadsarrow_drop_up8 Freebase/Wikidata Mappingsmore_vertDhruv BansalUsability 10.0 · Updated 13 days ago1 File (other) · 22 MB · 4 downloadsarrow_drop_up11 manage_searchClassificationSee AllStudent Academic Performance Dataset for MLmore_vertDhruv BansalUsability 10.0 · Updated 6 days ago1 File (CSV) · 27 kB · 721 downloadsarrow_drop_up25 Credit Card Fraud Detectionmore_vertKaushal NandaniyaUsability 10.0 · Updated 16 days ago2 Files (CSV) · 212 MB · 714 downloadsarrow_drop_up22 Bank Customer Churnmore_vertTassawar AbbasUsability 10.0 · Updated 11 days ago1 File (CSV) · 240 kB · 221 downloadsarrow_drop_up13 Students Academic Performance Datasetmore_vertSaidamin SaidakhmadovUsability 10.0 · Updated 18 days ago1 File (CSV) · 8 kB · 282 downloadsarrow_drop_up16 local_offerStandardized TestingSee AllMini Speaker Diarization 2more_vertJCOpUsability 7.5 · Updated 6 years ago16 Files (other) · 127 MB · 526 downloadsarrow_drop_up20 Dataset for Linear Regressionmore_vertStable SpaceUsability 7.1 · Updated a year ago1 File (other) · 9 kB · 155 downloadsarrow_drop_up25 University Exam Scheduling more_vertS M Rezwanul AzadUsability 9.4 · Updated 2 years ago6 Files (CSV) · 366 kB · 1,123 downloadsarrow_drop_up21 Leela Chess Zero Self-Play Chess Games - Bundlemore_vertAnthonyTherrienUsability 9.4 · Updated a year ago15 Files (other) · 2 GB · 2,858 downloadsarrow_drop_up15 Didn't find what you were looking for?Explore all public datasets --- Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic.Learn moreOK, Got it.ModelsDiscover and use thousands of machine learning models, including the most popular diffusion models and LLMs. Learn how to share with the community and use the kagglehub library.addNew Modelsearch​tuneAll Filterslist_altAll ModelstaskTaskexpand_morecategoryData Typeexpand_morecodeFrameworkexpand_morepersonPublisherexpand_moretranslateLanguageexpand_moregavelLicenseexpand_moreswap_horizSizeexpand_morehow_to_regUsability Ratingexpand_morediscover_tuneFine Tunablechevron_rightinsightsTrending ModelsSee AllNemotron-3-Nano-30B-A3B-BF16Kaggle Competition Metrics1 Variation · 44 Notebooksarrow_drop_up62Qwen 3.5QwenLMUpdated 1mo ago · 6 VariationsQwen3.5 is a unified vision-language model using a sparse MOE architecture to deliver high-throughput, multimodal reasoning with minimal latency. It features robust reinforcement learning across million-agent environments and supports 201 languages.arrow_drop_up2085 Notebooksbyt5 akkadian mbr v2Mattia Angeli1 Variation · 19 Notebooksarrow_drop_up27byt5 akkadian mbrMattia Angeli1 Variation · 15 Notebooksarrow_drop_up42directory_syncHugging Face ModelsSee AllQwen/Qwen3.5-4BLinked from Hugging FaceLast Updated 25d agoarrow_drop_up195 NotebooksZhengPeng7/BiRefNet_512x512Linked from Hugging FaceLast Updated 2mo agoarrow_drop_up20 Notebooksgoogle-bert/bert-base-uncasedLinked from Hugging FaceLast Updated 2y agoarrow_drop_up1621279 NotebooksQwen/Qwen3.5-9BLinked from Hugging FaceLast Updated 25d agoarrow_drop_up97 NotebooksgroupCommunity ModelsSee AllModels uploaded by the Kaggle communityExplore models shared by Kaggle community members including models finetuned for competitions using datasets.Nemotron-3-Nano-30B-A3B-BF16Kaggle Competition Metrics1 Variation · 44 Notebooksarrow_drop_up62byt5 akkadian mbr v2Mattia Angeli1 Variation · 19 Notebooksarrow_drop_up27byt5 akkadian mbrMattia Angeli1 Variation · 15 Notebooksarrow_drop_up42Qwen3.5ShelterW4 Variations · 11 Notebooksarrow_drop_up10gpt-oss-120bUnsloth AI1 Variation · 220 Notebooksarrow_drop_up90Heart Disease modelFilinov Dmitry2 Variations · 2 NotebooksThe model for Predicting Heart Disease competitionarrow_drop_up13gpt-oss-120b-aimo3Tong Hui Kang1 Variation · 11 Notebooksarrow_drop_up7Text-To-Text Generationarrow_right_altGemmaGoogleUpdated 2y ago · 59 VariationsGemma is a family of lightweight, open models built from the research and technology that Google used to create the Gemini models.arrow_drop_up20335404 NotebooksGemmaKerasUpdated 10mo ago · 6 VariationsKeras implementation of the Gemma model. This Keras 3 implementation will run on JAX, TensorFlow and PyTorch.arrow_drop_up3035446 NotebooksTiny AyaCohere Labs · TransformerUpdated 1mo ago · 5 VariationsMassively Multilingual Small Language Modelsarrow_drop_up131 NotebookModel FinderWhat kind of problem are you trying to solve?For example, if you're working on a natural language processing task, explore text modelsImagearrow_forwardTextarrow_forwardAudioarrow_forwardMultimodalarrow_forwardVideoarrow_forwardImage Classificationarrow_right_altGemma 3GoogleUpdated 6mo ago · 61 VariationsGemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models.arrow_drop_up761117 NotebooksGemma 3KerasUpdated 7mo ago · 16 VariationsKeras implementation of the Gemma3 model. Can run on JAX, TensorFlow and PyTorch.arrow_drop_up22637 NotebooksUltralytics YOLO11Ultralytics · YOLOUpdated 1y ago · 1 VariationUltralytics YOLO 🚀 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.arrow_drop_up15924 NotebooksRetrieval Question Answeringarrow_right_altLAReQAGoogleUpdated 3y ago · 4 VariationsLanguage-agnostic question answering model for retrieving answers from a multilingual candidate pool.arrow_drop_up460 NotebooksCCC-BERTTheItCrow · BERT1 Variation · 1 NotebookChat Context Classification For Multi-Turn RAG Modelsarrow_drop_up34DPR | Trained DualEncoderTai Nguyen Phu1 Variation · 2 Notebooksarrow_drop_up10Image Augmentationarrow_right_altUltralytics YOLO11Ultralytics · YOLOUpdated 1y ago · 1 VariationUltralytics YOLO 🚀 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.arrow_drop_up15924 NotebooksUltralytics YOLOv8Ultralytics · YOLOUpdated 1y ago · 1 VariationUltralytics YOLO 🚀 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.arrow_drop_up375 NotebooksStable Diffusion XLStability.AIUpdated 3y ago · 2 VariationsThis is a model that can be used to generate and modify images based on text prompts. It is a Latent Diffusion Model that uses two fixed, pretrained text encoders (OpenCLIP-ViT/G and CLIP-ViT/L).arrow_drop_up14340 NotebooksAudio Classificationarrow_right_altWav2Vec BERTAbrar Hossain Zahin · BERT1 Variation · 0 NotebooksWav2Vec-BERT - Pretrained contextual audio embeddings (wav2vec + BERT-style transformer)arrow_drop_up3audio-anomaly-dcase2020Or4k2l1 Variation · 0 NotebooksHybrid AST + Classical Features for Industrial Audio Anomaly Detection – DCASE 2020 Task 2 (0.874 AUC on Pump)arrow_drop_up1AST Finetuned on AudioSet 10-10-0.4593Jakub F. Juranek · Transformer1 Variation · 1 Notebookarrow_drop_up0schoolLearn GuidesLearn how to use modelsExplore machine learning code authored by the Kaggle community.Learn how to work with pre-trained models with high-quality end-to-end examples.View Learn GuidesModels for Image DataUse models for classification, segmentation, object detection, and pose detection, among other tasks.Models for Text DataUse models for sentiment analysis, semantic textual similarity, and text to video retrieval, among other tasks.Models for Audio DataUse models for classification, pitch detection, and automatic speech recognition, among other tasks.Didn't find what you were looking for?Explore models from organizations like Google Research, Deepmind, and moredomainView all organization modelsgroupView all community modelsSomething missing? Make a model request