GPT-4 uye GPT-4o
GPT-4 (2023) yaive OpenAI's pundutso hombe multimodal modhi yaigona kugamuchira mifananidzo pamwe nemavara, uye GPT-4o (2024) yakaita kuti ikurumidze, yakachipa, uye yekuzvarwa inokwanisa kubata odhiyo, kuona, uye zvinyorwa mune imwe modhi.
Pfupiso
Together they defined the modern era of ChatGPT.
Kudzika Kwakadzika
GPT-4, yakaburitswa muna Kurume 2023, yaive kusvetuka kukuru pamusoro peGPT-3.5: yakawana muzvikamu zvepamusoro pabvunzo senge bar uye AP bvunzo, yakabata kureba kukuru, uye yaigona kufunga nezvemifananidzo. GPT-4 Turbo yakazowedzera 128k-chiratidzo hwindo hwindo uye yakachipa mitengo. Muna Chivabvu 2024, OpenAI yakaunza GPT-4o, apo 'o' inomirira 'omni', modhi imwe chete yakadzidziswa kupera-ku-kuguma pane zvinyorwa, zvinonzwika, uye kuona. Kare izwi modhi yakasungirirwa mhando nhatu dzakasiyana (kutaura-kune-mavara, ipapo GPT, ipapo mameseji-kune-kutaura), achiwedzera lag; GPT-4o inobata odhiyo zvakananga, ichigonesa pedyo-chaiyo-chaiyo-nguva yekutaura hurukuro ine manzwiro toni uye kugona kukanganiswa. Inodawo kukurumidza zvakapetwa kaviri uye nehafu mutengo weGPT-4 Turbo kuburikidza neAPI, uye OpenAI yakaita kuti iwanikwe kune ChatGPT vashandisi, ichiwedzera mukana zvakanyanya.
Technical Insight
Ose ari maviri madhikodha-chete eTransformer modhi akadzidziswa kufanotaura chinotevera chiratidzo, obva akwenenzverwa nekusimbisa kudzidza kubva mumhinduro dzevanhu (RLHF) kutevedzera mirairo uye kuzvibata zvakachengeteka. Iko kufambira mberi kwakakosha muGPT-4o kuguma-kusvika-kumagumo multimodality: pachinzvimbo chekufambisa kutaura kuburikidza neakasiyana kunyorwa uye mamodheru emhando, network imwe inopinza uye inoburitsa maodhiyo tokeni zvakananga, kuchengetedza toni, nguva, uye asiri ekutaura cues uku uchirova latency kusvika ingangoita yekutaura kumhanya (mazana mashoma milliseconds).
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 reGPT-4 uye GPT-4o
GPT-4o set the template ye fluid, real-time multimodal assistants, uye OpenAI vatevedzeri vari kusundira mberi mukufunga (iyo o-yakatevedzana 'yekufunga' mamodheru anoita nemaune asati apindura), kureba mamiriro, uye ejenti yekushandisa chishandiso. Tarisira kudhura kwakadzikira, kudhumhana kwezwi nemavhidhiyo, kusimba kweapp uye kubatanidzwa kwemudziyo, uye modhi dzinochinja pakati pemhinduro dzinokurumidza uye dzinononoka, kufunga zvine hungwaru zvichienderana nekuoma kwebasa. Multimodal chizvarwa, kugadzira mifananidzo uye odhiyo natively, icharamba ichiwedzera.
Real-World Implementation
Kuva nehurukuro yepedyo-chaiyo ne ChatGPT's Advanced Voice Mode, kusanganisira kuikanganisa pakati pemutsara.
Kuisa mufananidzo wezviri mukati mefiriji uye uchikumbira GPT-4o kuti ipe mazano ekubika
Kuisa kondirakiti refu yepamutemo mu128k-chiratidzo hwindo hwindo rekupfupisa uye kuona njodzi.
Uchishandisa kugona kwekuona kuverenga nekutsanangura chati, chinyorwa chakanyorwa nemaoko, kana skrini yemeseji yekukanganisa.
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
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Gaidhi rinotevera
OpenAI GPT-4.5 uye GPT-5
Mibvunzo inowanzo bvunzwa
What is GPT-4 and GPT-4o?
GPT-4 (2023) yaive OpenAI's pundutso hombe multimodal modhi yaigona kugamuchira mifananidzo pamwe nemavara, uye GPT-4o (2024) yakaita kuti ikurumidze, yakachipa, uye yekuzvarwa inokwanisa kubata odhiyo, kuona, uye zvinyorwa mune imwe modhi. Pamwe chete vakatsanangura nguva yazvino ye ChatGPT.
Ko iyo 'o' muGPT-4o inomirirei?
Iyo 'o' inomirira 'omni,' inoratidza kuti GPT-4o imhando imwe chete inobata zvinyorwa, odhiyo, uye chiratidzo pamwechete.
Nei GPT-4o's voice mode ichikurumidza kupfuura GPT-4 yekutanga izwi chimiro?
Pakutanga izwi modhi yakasunga matatu akasiyana mamodhi, achiwedzera lag. GPT-4o inobata odhiyo kupera-kusvika-kumagumo mune imwechete network, ichicheka latency kusvika pedyo-yekukurukurirana kumhanya.
Imhando ipi huru yekuisa iyo GPT-4 yakaunza pamusoro peGPT-3.5 pakuvhurwa?
GPT-4 yaive yakakura multimodal modhi iyo yaigona kugamuchira mifananidzo yekupinda mukuwedzera kune zvinyorwa, kugona GPT-3.5 yakashaikwa.
Ndeapi mahwindo saizi yewindow yakapihwa neGPT-4 Turbo?
GPT-4 Turbo yakawedzera hwindo remukati kune 128k tokens, ichibvumira magwaro akareba uye hurukuro.
Ndeipi nzira yekudzidzisa inoshandiswa kugadzira GPT-4 uye GPT-4o kutevera mirairo uye kuzvibata zvakachengeteka?
Mushure meiyo inotevera-chiratidzo pretraining, mamodheru anonatswa neRLHF, vachishandisa zvido zvevanhu kuumba anobatsira, akachengeteka kuraira-kutevera maitiro.