HAGAHA Shirkadaha
LAION oo fur Datasets
LAION waa urur Jarmal ah oo aan faa'iido doon ahayn oo siidaayay xog-ururin muuqaal-furan oo ballaadhan, oo ay ugu caansan yihiin LAION-5B, kaas oo sii shiday tababbarka moodooyinka wax-soo-saarka furan sida Stable Diffusion.
Dhageyso hagahanAI-waa laga sheekeeyay · ~2 min
Boggaan2 daqiiqo akhri
Dulmar
Waa muhiim sababtoo ah waxay ka dhigtay xogta multimodal ee webka oo si xor ah loogu heli karo cilmi-baarayaasha ka baxsan shirkadaha waaweyn.
quusid qoto dheer
LAION (Large-scale Artificial Intelligence Open Network) is a German nonprofit founded in 2021 to democratize machine learning research by releasing large open datasets. Its best-known release, LAION-5B, contains roughly 5.85 billion image-text pairs filtered from Common Crawl web data using OpenAI's CLIP model to keep pairs where the caption and image align. LAION distributes URLs and metadata while the original image files remain on their web hosts. The dataset helped researchers train and study open image-text models, including Stable Diffusion. In December 2023, researchers reported URLs to suspected child sexual abuse material in LAION-5B, and LAION withdrew the dataset for a safety revision. In August 2024, LAION described Re-LAION versions created by comparing existing records with partner-provided hash lists. The release excludes known suspect links identified by those partners as of July 2024; LAION explicitly states that filters cannot guarantee all harmful content has been removed from web-scale data.
Dhaqangelinta Adduunka-dhabta ah
Tababarka moodooyinka qoraalka-u-sawir ka furan sida Stable Diffusion ee balaayiin sawir-qodob oo lammaane ah
Dhisidda iyo habaynta sawirka-qaabka CLIP soo celinta-qoraalka iyo nidaamyada kala-soocidda-shot
Cilmi-baadhista eexda xog-ururinta, badbaadada nuxurka, iyo caddaynta xogta ee cabbirka shabakadda
Ku shaandhaynta qaybaha hoose ee luqadda, xallinta, ama dhibcaha bilicda si loo abuuro xog-habayn gaar ah oo sax ah
Mustaqbalka LAION iyo Xogta Furan
Xogta hab-dhismeedka badan ee furan waxay wajihi doontaa cadaadis sii kordhaya oo ku xeeran xuquuqda daabacaada, ogolaanshaha, iyo waxyaabaha waxyeelada leh, riixida dhanka shaandhaynta adag, ururinta shatiga-oggolaanshaha, iyo ka bixista diiwaanada. Dib u siidaynta LAION ee kaydka xogta ee la nadiifiyay waxay calaamad u tahay u dhaqaaqida hubinta badbaadada oo ah tillaabo hore. Filo xog dheeri ah oo la farsameeyey ama shatiga leh, halbeegyada caddaynta, iyo qalabaynta ogaanshaha. Xiisadda u dhaxaysa helitaanka furan ee shaybaarada yaryar iyo khataraha sharciga iyo anshaxa ee xogta shabakada ayaa qeexi doonta wejiga xiga ee dhismaha xogta.
Ku dhaqangelinta
Maxay muhiim u tahay
- Istaraatiijiyadda iibiyaha. Wadooyinka iibiyuhu waxay saameeyaan sifooyinka ay kooxdaadu dhisi karto marka xigta.
- Qiimaha iyo miisaaniyada. Shuruudaha ganacsiga iyo ikhtiyaarka geynta ayaa saameeya kharashka iyo khatarta muddada-dheer.
- Khatarta iyo badbaadada. Dhiirrigelinta shirkadu waxay qaabaysaa wax-soo-saarka alaabada, booska badbaadada, iyo furfurnaanta.
Iska ilaali
- Ogeysiisyada bilawga ah ayaa laga yaabaa inay ka dheereeyaan xasilloonida socodka shaqo ee wax soo saarka dhabta ah.
- Qiimaynta API ama isbedelada siyaasada waxay jebin karaan malo awaalka habeen dhaxa
- Ku-tiirsanaanta iibiyuhu wuxuu kordhiyaa qufulka iyo kharashaadka socdaalka.
Tallaabooyinka xiga
- Qiimee bixiyeyaasha adiga oo isticmaalaya hawlahaaga iyo kaydinta xogtaada.
- Dib u eeg sirta, amniga, iyo shuruudaha sharciga ka hor is dhexgalka.
- Ilaali qorshaha dib u dhaca ee moodooyinka ama iibiyeyaasha.
- La soco qoraalada sii daynta si isbeddellada khariidadda waddo aysan ula yaabin kooxaha.
Sii wad Sahaminta
Warqad bilaash ah
Hel warbixinta maalinlaha ah ee AI
Saddex sheeko oo la xaqiijiyay oo AI ah maalin kasta oo shaqo ah, oo lagu qoray Ingiriis fudud. Bilaash had iyo jeer, aan xayaysiis lahayn.
Hal iimayl maalin kasta oo shaqo ah. Ka bax hal gujin. Marna ma iibinno ama ma wadaagno ciwaankaaga.
Is tijaabi
Take the LAION and Open Datasets quiz
Fikrad degdeg ah oo ku saabsan jawaab kasta, iyo shahaado la wadaajin karo oo leh aqoonsi la xaqiijin karo markaad ka gudubto koorso.
Taageer waxbarashada AI bilaashka ah. AI Understanding waa 501(c)(3) aan faa'iido doon ahayn — xayaysiis la'aan, albaab lacag ah ma jiro, had iyo jeer. Samee deeq
Su'aalaha soo noqnoqda
Waa maxay LAION iyo Open Datasets?
LAION waa urur Jarmal ah oo aan faa'iido doon ahayn oo siidaayay xog-ururin muuqaal-furan oo ballaadhan, oo ay ugu caansan yihiin LAION-5B, kaas oo sii shiday tababbarka moodooyinka wax-soo-saarka furan sida Stable Diffusion. Muhiim ayay u tahay sababtoo ah waxay samaysay xogta qaab-dhismeedka shabakadda ee cabbirka si xor ah oo ay heli karaan cilmi-baarayaasha ka baxsan shirkadaha waaweyn.
Maxay LAION ugu horrayn ugu qaybisaa xog-ururin qoraaleedkeeda?
LAION ma soo bandhigto sawirro; waxay qaybisaa URL-yada iyo xogta badan, sidaa darteed isticmaalayaashu waxay ka soo qaataan sawirro ilo shabakadeedkoodii asalka ahaa.
Qiyaastii imisa sawir-qoraalka lammaane ayaa ku jira LAION-5B?
LAION-5B waxa uu ka kooban yahay ilaa 5.85 bilyan oo sawir-qoraalka lammaane ah, sidaas awgeed '5B' magaciisa.
Qaabkee ayay LAION u isticmaashay si ay u kala shaandhayso sawirka-lammaanaha qoraalka tayada toosinta?
LAION waxay isticmaashay OpenAI's CLIP si ay u cabbirto isku ekaanshaha qoraalka-sawirrada oo ay iska tuurto lammaane si liidata isku simay.
Qaabkee caanka ah ee abuurista furan ayaa lagu tababaray iyadoo la isticmaalayo xogta LAION?
Stable Diffusion, qaab qoraal-u-muuqaal ah oo furan, ayaa lagu tababaray xogta-qoraalka sawirka LAION.
What issue led LAION to withdraw LAION-5B in December 2023?
Researchers identified URLs to suspected CSAM in LAION-5B. LAION withdrew the dataset and later described a revision using partner-provided hash lists; this does not establish that every suspicious link was live or that every possible harmful item has been removed.
Sii wad waxbarashada
Tilmaamaha la xidhiidha
Tilmaamayaal badan ayaa loo doortay mawduucan