Makambani GUIDE

AI21 Labs

AI21 Labs ikambani yeIsrael AI inovaka mhando dzemitauro mikuru (iyo mhuri dzeJurassic neJamba) nematurusi emabhizinesi, pamwe nemutengi wekunyora mubatsiri Wordtune.

Overview

AI21 Labs ikambani yeIsrael AI inovaka mhando dzemitauro mikuru (iyo mhuri dzeJurassic neJamba) nematurusi emabhizinesi, pamwe nemutengi wekunyora mubatsiri Wordtune. Izvo zvine basa pakupayona iyo Mamba-Transformer hybrid 'Jamba' yekuvaka uye yekutarisisa yakavimbika, yakavakirwa AI yebhizinesi pane kudzingirira hype yevatengi.

AI21 Labs inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana.

Deep Dive

Yakavambwa muna 2017 muTel Aviv naYoav Shoham, Ori Goshen, naAmnon Shashua (zvakare muvambi weMobileye), AI21 Labs yaive yekutanga kufambisa mumitauro mikuru ine nhevedzano yeJurassic, iyo yakakwikwidza neGPT-3-era masisitimu. Yakavaka Wordtune, yakakurumbira AI kunyorazve uye girama chishandiso, uye 'AI21 Studio,' chikuva chekuvandudza chekuvaka pamhando dzayo. Muna 2024 yakaburitsa Jamba, yakavhurika-huremu modhi inosanganisa Transformer neMamba state-space architecture kubata mamiriro akareba kwazvo. AI21 inosimbisa 'Task-Specific Models' uye matekiniki ekudzikisa kufungidzira uye mhinduro dzepasi mumatsime, ichizvimisa sesarudzo yakavimbika yemabhizinesi mune zvemari, sevhisi yevatengi, uye gwaro-inorema workflows.

Technical Insight

Jamba's headline innovation ndeye hybrid: inopindirana yakajairwa Transformer yekutarisisa maseru neMamba state-space layers uye inowedzera musanganiswa-we-nyanzvi chikamu. Matransformer anokunda pakufunga kunochinjika asi mutengo wekutarisa unokura zvakapetwa nehupamhi hwekutevedzana; Mamba akaturikidzana anoyera zvakangoita mutsara, saka musanganiswa unobata mamiriro windows emazana ezviuru zvema tokens ane yakadzika ndangariro kushandiswa. Izvi zvinobvumira Jamba kupinza magwaro marefu paGPU imwe chete uku ichichengeta hunhu hwekufunga hwakabatana neatari-yakavakirwa modhi.

Mastering AI21 Labs

AI21 Labs ikambani yeIsrael AI inovaka mhando dzemitauro mikuru (iyo mhuri dzeJurassic neJamba) nematurusi emabhizinesi, pamwe nemutengi wekunyora mubatsiri Wordtune. Izvo zvine basa pakupayona iyo Mamba-Transformer hybrid 'Jamba' yekuvaka uye yekutarisisa yakavimbika, yakavakirwa AI yebhizinesi pane kudzingirira hype yevatengi. AI21 Labs inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana. Kuti uvake kunzwisisa kwakadzama, bata AI21 Labs semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodikanwa, tsanangura fungidziro, uye patsanura izvo zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.

Mukuita, zvikwata zvakasimba zvinoshandisa AI21 Labs inoongorora zano revatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara isati yaita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.

Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.

Strategic Impact

Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.

Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.

Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.

Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.

Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.

Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.

Ramangwana reAI21 Labs

AI21 inosendamira mune yakareba-mamiriro, ekuvaka ane hunyanzvi uye yakavimbika bhizinesi kuendesa pane yevatengi chatbot nhangemutange. Tarisira kuenderera mberi kwekudyara mumahybrid state-space modhi seJamba, agenti masisitimu anoronga nekudaidza maturusi, uye nzira dzekudzika dzinotaura masosi ekucheka kuona. Sezvo mabhizinesi achida kuderedzwa zvakachipa pamusoro pemagwaro mahombe, kubheja kweAI21 paMamba-Transformer kunyatsoita uye basa-rakananga, modhi inodzoreka inoiisa zvakanaka, kunyangwe ichikwikwidza nevose vakavhurika-huremu vanopikisa uye miganhu.

Real-World Implementation

Uchishandisa Wordtune kunyorazve, kupfupisa, kana kushandura toni yemaemail uye zvinyorwa

Kudyisa kondirakiti refu kana kuzivisa kune hombe yeJamba hwindo rekupfupisa kana Q&A

Kuvaka mutengi-rutsigiro mubatsiri paAI21 Studio inopa mhinduro muruzivo rwekambani

Kuendesa-mamodheru ebasa mune zvemari kuburitsa uye kupfupisa ruzivo kubva kune dense filings

Maitiro Ekuita

AI21 Labs mukuita

Uchishandisa Wordtune kunyorazve, kupfupisa, kana kushandura toni yemaemail uye zvinyorwa.

Uchishandisa Wordtune kunyora patsva, kupfupisa, kana kushandura toni yemaemail nemagwaro Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.

AI21 Labs mukuita

Kudyisa kondirakiti refu kana kuzivisa kune hombe yeJamba hwindo rekupfupisa kana Q&A.

Kudyisa kondirakiti refu kana kuzivisa kune hombe yeJamba hwindo rekupfupisa kana Q&A Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.

AI21 Labs mukuita

Kuvaka mutengi-rutsigiro mubatsiri paAI21 Studio inopa mhinduro muruzivo rwekambani.

Kuvaka mutengi-rutsigiro mubatsiri paAI21 Studio iyo inopa mhinduro muruzivo rwekambani Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.

AI21 Labs mukuita

Kutumira mamodheru ebasa mune zvemari kuburitsa uye kupfupisa ruzivo kubva kune dense filings.

Kuendesa-chaiwo modhi mune zvemari kuburitsa uye kupfupisa ruzivo kubva kune dense filings Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.

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

1

Ongorora vanopa uchishandisa ako ega mabasa uye dataset.

Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.

2

Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.

Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.

3

Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.

Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.

4

Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.

Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.

Ramba Uchiongorora