Dubawa
Liquid AI shine MIT spinout ginin Liquid Foundation Models (LFMs) wanda ke ƙetare daidaitaccen Mai Canjawa don tsarin gine-gine masu kuzari. Manufar ita ce ƙanana, sauri, ƙirar ƙwaƙwalwar ajiya waɗanda ke aiki akan wayoyi da na'urorin gefen ba tare da sadaukar da inganci da yawa ba.
Liquid AI da Samfuran Gidauniyar Liquid an fi fahimtar su a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar yanayin muhalli.
Zurfafa nutsewa
An kafa Liquid AI a cikin 2023 ta Ramin Hasani, Mathias Lechner, Alexander Amini, da Daniela Rus, ƙungiyar MIT CSAIL a bayan 'cibiyoyin sadarwa na ruwa.' Wadanda suka samo asali daga nazarin nematode worm C. elegans, wanda ƙananan kwakwalwar 302-neuron ya yi wahayi zuwa cibiyoyin sadarwa na Liquid Time-Constant (LTC) inda kowane hali na neuron yana canzawa akai-akai akan lokaci ta hanyar daidaitawa daban-daban. Samfuran kasuwanci na Liquid, Samfuran Gidauniyar Liquid (LFM-1B, 3B, 40B), gabaɗaya wannan ra'ayin fiye da Masu Canzawa. Siffar da ta tsaya tsayin daka ita ce sawun ƙwaƙwalwar ajiya ta kusa yayin da mahallin ke tsiro, sabanin Transformers waɗanda hankalinsu ke ɓoye balloons tare da tsayin jeri. A cikin 2024 kamfanin ya haɓaka babban jerin A (wanda aka ruwaito kusan dala miliyan 250) kuma daga baya ya fito da LFM2, wanda aka saurara don tura na'urar akan kwamfyutoci, wayoyi, da motoci.
Fahimtar Fasaha
Masu canza canji suna adana maɓalli mai ƙimar maɓalli wanda ke girma a layi tare da tsayin shigarwa, don haka dogayen mahallin suna cin ƙwaƙwalwar ajiya. LFMs a maimakon haka suna amfani da raka'o'in lissafin 'ruwa' da aka gina daga tsarin sararin samaniya da masu aiki da tsarin aiki waɗanda ke damfara bayanan da suka gabata zuwa ƙayyadadden yanayi mai maimaitawa. Ana siffanta ƙididdigewa ta hanyar ci-gaban lokaci-lokaci waɗanda sigogi (kamar madaidaicin lokaci) sun dace da shigarwar, barin ƙirar ta sarrafa jerin dogayen tsari tare da ƙarancin ƙwaƙwalwar ajiya da lat ɗin da za a iya tsinkaya, wanda ya dace don ƙayyadaddun kayan masarufi.
Jagorar Liquid AI da Samfuran Gidauniyar Liquid
Liquid AI shine MIT spinout ginin Liquid Foundation Models (LFMs) wanda ke ƙetare daidaitaccen Mai Canjawa don tsarin gine-gine masu kuzari. Manufar ita ce ƙanana, sauri, ƙirar ƙwaƙwalwar ajiya waɗanda ke aiki akan wayoyi da na'urorin gefen ba tare da sadaukar da inganci da yawa ba. Liquid AI da Samfuran Gidauniyar Liquid an fi fahimtar su a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar yanayin muhalli. Don gina zurfin fahimta, bi da Liquid AI da Liquid Foundation Model a matsayin samfurin aiki, ba sifa ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Liquid AI da Samfuran Gidauniyar Liquid suna kimanta dabarun tallace-tallace, amincin taswirar hanya, da haɗarin kulle-kulle kafin aikatawa. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A lokaci guda, sanarwar ƙaddamarwa na iya wuce kwanciyar hankali a cikin ayyukan samarwa na gaske. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Gudun mataimakin taɗi mai ƙarfi gabaɗaya a layi akan layi akan wayar hannu don amfanin sirrin sirri
Haɓaka fahimtar harshe mara-ƙara a cikin motoci don sarrafa murya ba tare da tafiye-tafiye na gajimare ba
Yin aiki da dogayen takardu ko rajistan ayyukan akan kwamfutar tafi-da-gidanka inda ma'ajin ƙwaƙwalwar Transformer zai yi girma da yawa
Ƙarfafa kayan aikin mutum-mutumi da na'urorin IoT inda ainihin hanyoyin sadarwar ruwa masu kwarjini na C. elegans suka yi fice a ci gaba da sarrafawa.
Hanyoyin Aiwatarwa
Liquid AI da Liquid Foundation Model a aikace
Gudun mataimakin taɗi mai ƙarfi gabaɗaya a layi akan layi akan wayar hannu don amfanin sirrin sirri.
Gudun mataimakin taɗi mai ƙarfi gabaɗaya akan layi akan wayar hannu don keɓancewar amfani Ƙungiyoyi yawanci suna samun ingantacciyar sakamako lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Liquid AI da Liquid Foundation Model a aikace
Haɓaka fahimtar harshe mara-ƙara a cikin motoci don sarrafa murya ba tare da tafiye-tafiye na gajimare ba.
Haɓaka fahimtar harshe mara ƙarfi a cikin motoci don sarrafa murya ba tare da tafiye-tafiye na gajimare ba Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Liquid AI da Liquid Foundation Model a aikace
Yin aiki da dogayen takardu ko rajistan ayyukan akan kwamfutar tafi-da-gidanka inda ma'ajin ƙwaƙwalwar Transformer zai yi girma da yawa.
Yin aiki da dogayen takardu ko rajistan ayyukan akan kwamfutar tafi-da-gidanka inda cache ƙwaƙwalwar Transformer zai yi girma da yawa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Liquid AI da Liquid Foundation Model a aikace
Ƙarfafa kayan aikin mutum-mutumi da na'urorin IoT inda ainihin hanyoyin sadarwar ruwa masu kwarjini na C. elegans suka yi fice a ci gaba da sarrafawa.
Ƙaddamar da kayan aikin injiniya da na'urorin IoT inda ainihin hanyoyin sadarwa na ruwa na C. elegans suka yi fice a ci gaba da sarrafawa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don lokuta masu gefe, da kuma bibiyar duk nasarorin da ake samu da kuma farashin kuskure akan lokaci.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.