negu63/tinyclip 📝🖼️ → ❓

▶️ 6.7K runs 📅 Jun 2025 ⚙️ Cog 0.15.5 🔗 GitHub 📄 Paper ⚖️ License
image-embedding text-embedding

About

Converts images or text into 512-dimensional vector embeddings.

Example Output

Output

{"text_vector":[-0.24040207266807556,-0.011521436274051666,0.0780130997300148,0.03987209498882294,0.1348659098148346,-0.06541301310062408,-0.061041705310344696,0.015436317771673203,-0.019484497606754303,-0.14076697826385498,-0.19458551704883575,0.054321035742759705,0.14833861589431763,0.26364535093307495,-0.04102204740047455,-0.03532733768224716,-0.0514104962348938,-0.05135340243577957,0.008555594831705093,0.3176176846027374,-0.22822803258895874,0.07848239690065384,-0.1443512737751007,0.27366816997528076,-0.18285728991031647,0.3700970709323883,0.253981351852417,0.2209082394838333,0.10976333171129227,-0.03196324035525322,0.11721198260784149,0.302961528301239,0.015046577900648117,0.07217492163181305,-0.06260049343109131,0.17884831130504608,-0.9570299983024597,0.18490415811538696,-0.017362233251333237,-0.3281175494194031,-0.12471936643123627,0.27708736062049866,-0.028744768351316452,-0.323644757270813,-0.021373551338911057,-0.16544489562511444,-0.04177135229110718,0.04197889566421509,-0.2195652425289154,-0.18801024556159973,0.45044973492622375,-0.18870213627815247,0.19886162877082825,0.024396352469921112,-0.18334071338176727,0.41953369975090027,0.10076189041137695,0.12620721757411957,-0.16341237723827362,-0.005730166099965572,-0.31017589569091797,0.09774784743785858,-0.32392001152038574,-0.04394678771495819,-0.22364868223667145,0.13641348481178284,0.2013101428747177,0.45663395524024963,0.0449700690805912,0.026488231495022774,0.3131082057952881,0.23745425045490265,-0.16625751554965973,0.2397834062576294,0.10781547427177429,0.1505112648010254,-0.3518226146697998,-0.34463703632354736,0.22921781241893768,-2.900467872619629,0.19924868643283844,-0.12479928135871887,-0.03550102934241295,-0.058625902980566025,0.32473504543304443,0.004025604575872421,-0.13852615654468536,0.1325628161430359,0.00836481899023056,-0.2782905399799347,0.43617337942123413,0.2562495768070221,-0.20140917599201202,-0.239152729511261,0.31139886379241943,-0.24112960696220398,0.3069358766078949,0.10770177096128464,-0.03200773149728775,0.005289747379720211,0.0044602565467357635,0.19898556172847748,0.13371071219444275,0.17437727749347687,0.16232827305793762,0.11046773940324783,0.7143398523330688,-0.05759001523256302,0.13528023660182953,0.4132952094078064,0.1819666624069214,0.07748115807771683,-0.045084886252880096,0.2633625268936157,0.04547505080699921,-0.2440786212682724,0.10761114954948425,0.2707361578941345,0.10886529833078384,-0.28378167748451233,-0.20672926306724548,-0.36009955406188965,0.029374707490205765,0.3816598057746887,-0.2704983055591583,0.04371566325426102,0.27456966042518616,0.005364399403333664,0.08014684915542603,-0.005540773272514343,-0.0801115557551384,-0.015007833018898964,-0.3953518867492676,0.2949913442134857,-0.1711747795343399,0.04829608276486397,0.2612438201904297,0.16775692999362946,-0.06784156709909439,-0.265306681394577,0.07091774046421051,0.27777567505836487,-0.25096839666366577,0.02096918597817421,0.04575906693935394,0.06686894595623016,0.15575747191905975,0.39709800481796265,-0.031866371631622314,0.02977340668439865,-0.1998899281024933,0.1559768170118332,0.06881749629974365,0.11142867803573608,0.10214156657457352,-0.11195260286331177,-0.2414112687110901,-0.42703038454055786,-0.03889191523194313,-0.06010732054710388,4.836513519287109,-0.0074395486153662205,-0.09997320920228958,0.1805078536272049,-0.29808810353279114,-0.20102828741073608,-0.10741429030895233,0.19010591506958008,-0.3145645558834076,-0.18021295964717865,0.19100409746170044,-0.20796485245227814,-0.0978698804974556,-0.04209841042757034,0.037724681198596954,-0.10195354372262955,-0.150143563747406,-0.04064269736409187,0.13591760396957397,-0.17965026199817657,-0.061897628009319305,-0.04751277714967728,-0.2597057521343231,-0.07598162442445755,0.3248174488544464,0.23325954377651215,0.13362741470336914,-0.0960426777601242,0.03874532878398895,-0.030185110867023468,-0.04417848587036133,0.2951885461807251,-0.20979885756969452,0.40403464436531067,-0.13447192311286926,-0.2018987536430359,-0.21404242515563965,0.22419054806232452,-0.16488033533096313,-0.23293174803256989,-0.2743648886680603,0.20453093945980072,0.07438788563013077,-0.0502762496471405,0.36281532049179077,-0.07320994883775711,0.22309610247612,0.01060267724096775,0.06576318293809891,-0.22305548191070557,-0.219291090965271,-0.10836103558540344,-0.23569123446941376,-0.36435750126838684,0.07256775349378586,-0.14288285374641418,0.2732997536659241,0.04386020451784134,0.16679342091083527,0.07912754267454147,-0.39112022519111633,-0.1504145711660385,0.2300349473953247,-0.10548410564661026,0.05260554701089859,0.018192924559116364,0.28304919600486755,-0.31732481718063354,0.390541136264801,0.027102496474981308,-1.3085469007492065,0.04295198619365692,0.1660388708114624,-0.007667397148907185,-0.4324389696121216,0.12082023918628693,0.12932345271110535,0.161312997341156,-0.13242629170417786,-0.24699202179908752,-0.12476514279842377,0.12989217042922974,-0.18073630332946777,-0.330523818731308,0.1820564717054367,-0.13488106429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Performance Metrics

0.01s Prediction Time
0.02s Total Time
Input Parameters
url Type: string
URL of the image to be vectorized.
text Type: string
Text to be vectorized.
image_base64 Type: string
Base64 encoded image (webp, 224x224)
Output Schema

Output

Type: object

Version Details
Version ID
f1905b91cb2d384a76764d14189c76b15daea3588197c67fe29042c7f386699c
Version Created
June 26, 2025
Run on Replicate →