LAION uye Vhura Mubatsiri: chii ivo uye zvimwe zvakawanda nezve zvese?
Kubva gore rapfuura uye gore rino rose takagovana newe zvinofadza uye nemukana nezvekuvandudzwa kwetekinoroji ine chekuita nemunda weArtificial Intelligence tekinoroji. Nechikonzero ichi, takapira mamwe mabhuku kumisoro yakadai "Iyo inonyanya kuzivikanwa uye inoshandiswa Artificial Intelligences Open source AI" y "Artificial Intelligence Projects 2023: Yemahara, yemahara uye yakavhurika". Uye nguva pfupi yadarika zvimwe zvine chekuita nemapurojekiti chaiwo eWebhu Chatbots muchimiro chemawebhusaiti, desktop uye terminal vatengi kana Webhu Browser yekuwedzera.
Asi, pachiitiko ichi, tichataura nezveSangano newebhu Chatbot ine zvakawanda zvekupa munzvimbo ino. Pamusoro pazvose nokuti kubheja zvakaoma pakushandisa yakavhurika sosi uzivi kuzadzisa zvinangwa zvako. uye izvi ndizvo "LAION Sangano uye Open Assistant Web Chatbot".
Artificial intelligence: Inonyanya kuzivikanwa uye yakanyanya kushandiswa yakavhurwa sosi AI
Uye kana iwe uri mumwe weavo vasati vaziva kuti chii Artificial Intelligence mapurojekiti uye budiriro Kazhinji, zvakakosha kujekesa zvakare kuti:
Artificial Intelligence Technology tekinoroji yakavakirwa pane Huchenjeri hwevanhu maitiro ekuenzanisa nemichina, kunyanya masisitimu emakombuta. Maitiro aya anosanganisira kudzidza, the kufunga uye kuzvidzora. Pamusoro pe, Kunyanya kushandiswa kweAI kunosanganisira kushandiswa kwehunyanzvi masisitimu, uye ruzivo rwehunyanzvi. kuonekwa izwi uye chiratidzo chekugadzira. Artificial Intelligence: Iyo inonyanyo kuzivikanwa uye inonyanya kushandiswa yakavhurwa sosi AI
Nezve LAION Sangano uye Vhura Mubatsiri Webhu Chatbot
Chii chinonzi LAION Organisation?
Maererano ne zviri pamutemo webhusaiti naLAION, sangano iri rinozvitsanangura se:
Sangano rinofarira kuvakwa kwehukuru hwakavhurika network yehunyanzvi hwekugadzira. Sangano rakavhurika zvechokwadi, 100% risingabatsiri uye 100% yemahara. Naizvozvo, inopa data seti, maturusi, uye modhi kusunungura muchina kudzidza tsvagiridzo. Kuti tisimudzire dzidzo yakavhurika yeruzhinji uye nekushandisa zvakatipoteredza zvine hushamwari zviwanikwa nekushandisa zvakare iripo data seti uye modhi.
Uyezve, mamwe data akakosha pamusoro payo pane zvinotevera:
Chinangwa chavo chikuru kuburitswa kwemaseti akavhurika data, kodhi uye modhi yekudzidza muchina uye kudzidzisa izvo zvekutanga zvehukuru-hukuru hweML tsvakurudzo uye data management. Kuti vaite izvi, vanotarisa pakugadzira mamodheru anogona kushandiswa zvakare, seti yedata uye kodhi, kudzivirira kana kuderedza kudiwa kwekudzidzisa budiriro yakagadzirwa kubva pakutanga nguva dzese. Nenzira yakadai, kusimudzira kushandiswa kwakanaka kwesimba uye komputa zviwanikwa kutarisana nematambudziko ekushanduka kwemamiriro ekunze. Uye kuti vazadzikise chinangwa ichi, vanopihwa mari kuburikidza nezvipo uye neruzhinji mari yekutsvagisa.
Uye ikozvino, ine se Featured mapurojekiti yakagadzirwa, pakati pezvimwe zvakawanda uye modhi uye akasiyana maturusi, anotevera:
- LAION-400M: Iyo dataset ye400 miriyoni mameseji-mapikicha maviri ari pasi pekuvhura.
- LAION5B: Dataset ine 5850 bhiriyoni yemifananidzo-mavara maviri akasefa neCLIP, inoratidzira akasiyana siyana evavakidzani indices, yakavandudzwa yewebhu interface yekuongorora uye subsetting, uye zvibodzwa zvekuonekwa zve watermarking, NSFW nekuonekwa kwezvinhu zvine chepfu.
- LAION-Coconut: Dataset ye600 miriyoni subtitles yakagadzirwa uchishandisa BLIP kubva kuLAION2B-en.
- LAION-Yakashandurwa: A 3B dataset yeLAION5B yakaturikirwa mienzaniso.
- CLIP H/14: Iyo clip yakakura pasi rose yakavhurwa sosi.
Para mamwe mashoko nezve sangano iroro uye mapurojekiti ayo akazaruka anogona kuwanikwa pairi GitHub chikamu.
Chii chinonzi Open Assistant Web Chatbot?
Maererano ne zviri pamutemo webhusaiti Vhura Mubatsiri (OA), iyi Chatbot yewebhu inotsanangurwa se:
Iyo yakavhurika sosi Chat-based AI mubatsiri ane chiono chekugadzira yakakura mutauro modhi inogona kumhanya pane imwechete yepamusoro-yekupedzisira mutengi GPU. Kunyangwe, nekumwe kugadziridzwa, kunotsvakwa zvakare kuti Vhura Mubatsiri anogona kupindirana zviri nyore nemamwe echitatu-bato maapplication, pamwe nekutora ruzivo kubva kumadatabase neInternet.
Uyezve, mamwe mashoko anokosha pamusoro payo ndeaya anotevera:
- Inowanikwa kunyoresa, kushandiswa uye kugovera kune purojekiti kuburikidza nezvinotevera link.
- OA ipurojekiti yakarongwa nesangano reLAION uye yakagadziridzwa nechikwata chevazvipiri pasi rose.
- Parizvino, havana API yeruzhinji inowanikwa yeOA, kuitira kuti vechitatu vagone kuishandisa kune mamwe mapurojekiti.
- Kuita kuti OA ishande kusimudzira kunoshandisa anotevera matekinoroji: FastAPI yePython backend yekuunganidza data application uye inference backend. Ipo, iyo interface inovakwa neNextJS uye Typescript. Pamusoro pezvo, iyo ML codebase yakavakirwa zvakanyanya paPyTorch uye inoshandisa HuggingFace Transformers, pamwe neAccelerate, DeepSpeed, Bitsandbytes, NLTK, uye mamwe maraibhurari.
- Yese OA kodhi ine rezinesi pasi peApache 2.0 rezinesi, saka Inowanikwa kune zvakasiyana-siyana zvekushandisa, kusanganisira kushandiswa kwekutengeserana. Panguva, iyo Mamodheru akashandiswa akavakirwa paOA Pythia achapihwa rezinesi pasi peApache License 2.0 uye modhi dzakavakirwa paOA LLaMa dzichaburitswa nezvirambidzo zverezinesi zvichipihwa kuti ndedzeTarget Company (Facebook). Uye pakupedzisira, data yeOA inoburitswa pasi perezinesi reCreative Commons iyo inobvumira kushandiswa kwakasiyana-siyana, kusanganisira kushandiswa kwekutengesa.
Kuti uwane rumwe ruzivo nezve iyi yakavhurika sosi purojekiti iwe unogona kuwana yayo zvinyorwa zvepamutemo, FAQ chikamu y chikamu paGitHub.
Resumen
Muchidimbu, tinovimba kuti zvose zviri zviviri "LAION Sangano seVhura Mubatsiri Webhu Chatbot" nekufamba kwenguva ine budiriro huru, kwete chete mukufarira kuvandudzwa kwemunda weArtificial Intelligence, asiwo mukuda kusimuka uye kushandisa yakavhurika sosi software, uye zvakare software yemahara. Uye kana iwe uri mumwe weavo vanofarira kuyedza kuti mangani eArtificial Intelligence Web Chatbots aripo, kunyanya kana ari eruzhinji uye akasununguka, saka tinokukoka iwe kuti uedze kutora chikamu mukuvandudza kweOA, uye wobva wagovana ruzivo rwako nesu kuburikidza nemhinduro. zvakafanana.
Uye kana iwe wakafarira iyi positi, usarega kugovana nevamwe pamasaiti ako aunofarira, chiteshi, mapoka kana nharaunda dzesocial network kana mameseji masisitimu. Pakupedzisira, rangarira shanyira peji redu rekutanga en «KubvaLinux» kuongorora dzimwe nhau. Uye zvakare, batanidza yedu yepamutemo chiteshi che Teregiramu kubva kuDesdeLinux, Madokero boka kuti uwane rumwe ruzivo nezvenyaya yanhasi.