Nous Research
Nous Tsvagiridzo inzvimbo inofambiswa nenharaunda AI lab inozivikanwa nekugadzirisa zvakanaka-yakakurumbira mamodheru akavhurika kuva vanogona kwazvo, vabatsiri vadiki-vane zvipingaidzo uye nekusundidzira kudzidziswa kwakadzika.
Pfupiso
It shows how a small team plus an open-source community can compete on model quality without owning massive infrastructure.
Kudzika Kwakadzika
Nous Tsvagiridzo yakakwira mukurumbira nekutora mamodheru akavhurika, kunyanya Meta's Llama family and Mistral, nekunyatsoagadzirisa muchikamu chinoshandiswa zvakanyanya cheHermes neCapybara. Yavo OpenHermes uye Nous Hermes modhi yakave mamwe eakanyanya kudhawunirodha-tunes paHugging Face, akakosheswa neakasimba kuraira-kutevera uye kusimbisa kusimba pane kurema kuramba maitiro. Pamusoro pekugadzirisa zvakanaka, Nous akagadzirisa dambudziko rakaoma: kudzidziswa kwakagoverwa. Tsvagiridzo yavo yeDiTrO uye DeMo optimizer inovavarira kutema bandwidth yekutaurirana inodiwa pakati peGPUs, uye network yePsyche inoongorora kudzidzisa mamodheru akakura munzvimbo dzakapararira, internet-yakabatana hardware. Ivo vakaedzawo neturusi-kushandisa uye kufunga-yakatarisana modhi, vachizvimisa ivo pachavo pamuganho wakavhurika, wakasarudzika AI.
Technical Insight
Mazhinji emhando dzaNous haana kudzidziswa kubva pakutanga; vanoshandisa yakatariswa-tuning uye yekuda optimization (seDPO) pamusoro peakavhurika base huremu vachishandisa yakanyatso curated synthetic uye datasets evanhu. Basa ravo rakagoverwa-yekudzidzisa rinorwisa bandwidth bhodhoro: kazhinji maGPU anofanirwa kuchinjanisa hombe gradient inogadziridza nhanho imwe neimwe. DisTrO/DeMo compress uye decouple izvi zvigadziriso kuitira kuti node dzidzidzire pamwechete pamusoro peakajairwa internet link pane kuda yakanyatsobatanidzwa datacenter yekubatanidza.
Strategic Impact
Vendor strategy
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mutengo uye bhajeti
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Ngozi uye kuchengeteka
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Ramangwana reNous Research
Nous iri kubheja kuti ramangwana reAI rakavhurika rakaiswa munzvimbo, uko komputa inounganidzwa kune vakawanda vakazvimiririra vanopa pane kutariswa mune mashoma hyperscale masumbu. Kana yavo yakaderera-bandwidth nzira dzekudzidzira chiyero, nharaunda dzaigona pamwe chete kudzidzisa miganhu-kirasi mhando. Tarisira kuenderera mberi kuburitswa kwevanokwanisa vakavhurika vabatsiri, yakadzama investimendi muPsyche yakaparadzirwa network, uye mamodheru anotariswa kufunga. Basa ravo rinogona kudzikisa zvine mutsindo chipingamupinyi chekudzidzisa mamodheru makuru kunze kwehukuru tech.
Real-World Implementation
Vagadziri vanomhanyisa Nous Hermes uye OpenHermes modhi munharaunda kune yakavanzika, inotungamira chat vabatsiri pasina mutengo weAPI.
Vatsvagiri vanotaura nzira dzeNous's DisTrO uye DeMo pavanenge vachiongorora bandwidth-inoshanda yakagoverwa modhi yekudzidziswa.
Hobbyists uye makambani madiki-tune-tune paNous's akaburitswa dhatabheti kuvaka domain-chaiwo vabatsiri.
Iyo Psyche network inoshandiswa kuyedza mamodheru ekudzidzisa munzvimbo dzese dzakagoverwa anozvipira maGPU.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Ramba Uchiongorora
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the Nous Research quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Gaidhi rinotevera
Tongyi Lab uye Qwen Tsvagiridzo
Mibvunzo inowanzo bvunzwa
What is Nous Research?
Nous Tsvagiridzo inzvimbo inofambiswa nenharaunda AI lab inozivikanwa nekugadzirisa zvakanaka-yakakurumbira mamodheru akavhurika kuva vanogona kwazvo, vabatsiri vadiki-vane zvipingaidzo uye nekusundidzira kudzidziswa kwakadzika. Inoratidza kuti timu diki pamwe neyakavhurika-sosi nharaunda inogona kukwikwidza pamhando yemhando pasina kuve nehukuru hwezvivakwa.
Chii chinonzi Nous Research inonyanya kuzivikanwa mukutanga kwayo kuve mukurumbira?
Nous akawana kuzivikanwa nekunyatso-tuning akavhurika modhi seLlama naMistral mumhuri yakakurumbira yeHermes.
Ndeapi mabhesi modhi ane Nous anowanzo gadziridzwa zvakanaka?
Nous's Hermes uye Capybara akatevedzana akavakirwa payakavhurika base modhi, kunyanya Llama neMistral.
Nderipi dambudziko rinosangana neNous's DisTrO neDeMo mapurojekiti?
DisTrO uye DeMo optimizer inovavarira kucheka iyo inter-GPU bandwidth inowanzodiwa, ichigonesa kudzidziswa pamusoro peakajairwa internet link.
Chii chinonzi Psyche network?
Psyche ndeyeNous's decentralized training network inotsvaga nzira yekubatanidza maGPU akapararira kudzidzisa mhando hombe.
Ndeipi nzira iyo Nous anowanzo shandisa kurongedza mamodheru ayo akakwenenzverwa?
Nous inoshanda yakatariswa-tuning uye yekuda optimization pamusoro peakavhurika base uremu uchishandisa curated dataset.