Uhlolojikelele
I-Nous Research ilebhu ye-AI eqhutshwa umphakathi eyaziwa ngokulungisa kahle amamodeli avulekile adumile abe ngabasizi abanekhono kakhulu, abanemikhawulo emincane kanye nokuphusha ukuqeqeshwa okuhlukaniselwe izindawo. Kubonisa ukuthi iqembu elincane kanye nomphakathi womthombo ovulekile ungaqhudelana kanjani ngekhwalithi yamamodeli ngaphandle kokuba nengqalasizinda enkulu.
I-Nous Research iqondwa kangcono kumongo wesu, ukufinyelela okuyimodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem.
I-Deep Dive
I-Nous Research yavelela ngokuthatha amamodeli ayisisekelo avulekile, ikakhulukazi Meta umndeni wakwaLlama kanye no-Mistral, nokuwashuna ochungechungeni olusetshenziswa kakhulu lwe-Hermes ne-Capybara. Amamodeli abo e-OpenHermes kanye ne-Nous Hermes abe amanye amaculo amahle alandwe kakhulu ku-Hugging Face, aziswa kakhulu ngokulandela imiyalelo eqinile kanye nokugcizelela ukuqina kunokuziphatha okunzima kokwenqaba. Ngaphandle kokulungiswa kahle, uNous ubhekane nenkinga enzima: ukuqeqeshwa okusabalalisiwe. Ucwaningo lwabo lwe-DisTrO kanye ne-DeMo optimizer ihlose ukunciphisa umkhawulokudonsa wokuxhumana odingekayo phakathi kwama-GPU, futhi inethiwekhi ye-Psyche ihlola ukuqeqesha amamodeli amakhulu kuzo zonke izingxenye zezingxenyekazi zekhompyutha ezihlakazeke ngokwendawo, ezixhunywe ku-inthanethi. Baphinde bazama amamodeli asebenzisa amathuluzi nagxile ekucabangeni, bazibeka emngceleni we-AI evulekile, ehlukaniselwe izwe.
I-Technical Insight
Iningi lamamodeli kaNous aliqeqeshiwe kusukela ekuqaleni; basebenzisa ukulungisa okugadiwe kanye nokwenza kangcono okuthandwayo (njenge-DPO) phezu kwezisindo eziyisisekelo ezivuliwe besebenzisa amasethi edatha akhethwe ngokucophelela okwenziwa nawomuntu. Umsebenzi wabo wokuqeqesha osabalele uhlasela ibhodlela lomkhawulokudonsa: ngokuvamile ama-GPU kufanele ashintshisane ngezibuyekezo ezinkulu ze-gradient zonke izinyathelo. I-DisTrO/DeMo cindezela futhi uhlukanise lezi zibuyekezo ukuze ama-node akwazi ukuziqeqesha ndawonye ngezixhumanisi ezijwayelekile ze-inthanethi kunokudinga ukuxhumana kwedatha okuhlanganiswe ngokuqinile.
I-Mastering Nous Research
I-Nous Research ilebhu ye-AI eqhutshwa umphakathi eyaziwa ngokulungisa kahle amamodeli avulekile adumile abe ngabasizi abanekhono kakhulu, abanemikhawulo emincane kanye nokuphusha ukuqeqeshwa okuhlukaniselwe izindawo. Kubonisa ukuthi iqembu elincane kanye nomphakathi womthombo ovulekile ungaqhudelana kanjani ngekhwalithi yamamodeli ngaphandle kokuba nengqalasizinda enkulu. I-Nous Research iqondwa kangcono kumongo wesu, ukufinyelela okuyimodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem. Ukuze wakhe ukuqonda okujulile, phatha i-Nous Research njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho uhlelo olungakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa i-Nous Research ahlola isu lomthengisi, ukwethembeka kwemephu yomgwaqo, kanye nobungozi bokukhiya ngaphambi kokwenza. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo. Ngesikhathi esifanayo, izimemezelo Zokuqalisa zingase zidlule ukuzinza ekusebenzeni kwangempela kokukhiqiza. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo.
Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi.
Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Izinxephezelo zenkampani zibumba okuzenzakalelayo kwemikhiqizo, ukuma kokuphepha, nokuvuleleka.
Izinxephezelo zenkampani zibumba okuzenzakalelayo kwemikhiqizo, ukuma kokuphepha, nokuvuleleka. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Onjiniyela basebenzisa amamodeli we-Nous Hermes kanye ne-OpenHermes endaweni ukuze bathole abasizi bengxoxo abazimele, abaqondisayo ngaphandle kwezindleko ze-API.
Abacwaningi bacaphuna izindlela ze-Nous's DisTrO kanye ne-DeMo lapho behlola ukuqeqeshwa kwemodeli esabalalisiwe esebenza ngempumelelo yomkhawulokudonsa.
Abathanda izinto zokuzilibazisa nezinkampani ezincane bacupha kahle amasethi edatha ka-Nous ukuze kwakhiwe abasizi besizinda esithile.
Inethiwekhi ye-Psyche isetshenziselwa ukuhlola amamodeli okuqeqesha kuwo wonke ama-GPU amavolontiya asabalaliswe ngokwendawo.
Amaphethini Okusebenzisa
I-Nous Research in practice
Onjiniyela basebenzisa amamodeli we-Nous Hermes kanye ne-OpenHermes endaweni ukuze bathole abasizi bengxoxo abazimele, abaqondisayo ngaphandle kwezindleko ze-API.
Onjiniyela basebenzisa amamodeli e-Nous Hermes kanye ne-OpenHermes endaweni ukuze bathole abasizi bengxoxo abazimele, abalawulekayo ngaphandle kwezindleko ze-API Amathimba ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, agcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-Nous Research in practice
Abacwaningi bacaphuna izindlela ze-Nous's DisTrO kanye ne-DeMo lapho behlola ukuqeqeshwa kwemodeli esabalalisiwe esebenza ngempumelelo yomkhawulokudonsa.
Abacwaningi bacaphuna izindlela ze-Nous's DisTrO kanye ne-DeMo lapho ehlola amathimba okuqeqesha amamodeli asabalalisiwe asebenza kahle kumkhawulokudonsa ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-Nous Research in practice
Abathanda izinto zokuzilibazisa nezinkampani ezincane bacupha kahle amasethi edatha ka-Nous ukuze kwakhiwe abasizi besizinda esithile.
Abathanda izinto zokuzilibazisa nezinkampani ezincane bacupha kahle amasethi edatha ka-Nous ukuze akhe abasizi besizinda esithile Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-Nous Research in practice
Inethiwekhi ye-Psyche isetshenziselwa ukuhlola amamodeli okuqeqesha kuwo wonke ama-GPU amavolontiya asabalaliswe ngokwendawo.
Inethiwekhi ye-Psyche isetshenziselwa ukuhlola amamodeli okuqeqesha kuwo wonke ama-GPUs Amathimba amavolontiya asabalaliswe ngokwezindawo ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Izimemezelo zokwethula zingase zeqe ukuzinza ekugelezeni komsebenzi wangempela wokukhiqiza.
Izintengo ze-API noma izinguquko zenqubomgomo zingaphula ukucabanga ngobusuku obubodwa.
Ukuncika komthengisi oyedwa kukhulisa izindleko zokukhiya nokufuduka.
Ukuqalisa Umhlahlandlela
Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha.
Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa.
Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi.
Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu.
Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.