GPT‑4 API general availability and deprecation of older models in the Completions API
Cusboonaysiin Abriil 24, 2024: Magaca ChatGPT API waa la joojiyay. Xus kasta oo ku saabsan ChatGPT API ee bloggan wuxuu tixraacayaa GPT‑3.5 Turbo API.
Laga bilaabo maanta, dhammaan macaamiisha API ee lacag-bixiya waxay heli karaan GPT‑4. Bishii Maarso, waxaan soo bandhignay OpenAI API, horaantii bishanna waxaan sii daynnay cusboonaysiinteennnii ugu horreysay ee noocyada ku saleysan wada-sheekeysiga. Waxaan aragnaa mustaqbal ay noocyada ku saleysan wada-sheekeysigu taageeri karaan adeegsi kasta. Maanta waxaan ku dhawaaqeynaa qorshe joojin ah oo ku saabsan noocyadii duugga ahaa ee Completions API, waxaanan ku talineynaa in isticmaalayaashu qaataan API-ga dhammeystirka wada-sheekeysiga.
GPT‑4 waa noockeenna ugu awoodda badan. Malaayiin horumariye ayaa codsaday helitaanka GPT‑4 API tan iyo Maarso, waxaana maalin kasta sii kordhaya tirada badeecooyinka hal-abuurka leh ee ka faa’iideysanaya GPT‑4. Maanta dhammaan horumariyeyaasha API ee jira ee leh taariikh lacag-bixin guuleysatay waxay heli karaan GPT‑4 API oo leh 8K context. Waxaan qorsheyneynaa inaan u furno helitaanka horumariyeyaal cusub dhammaadka bishan, ka dibna aan bilowno kordhinta xadadka heerka taas oo ku xiran helitaanka awoodda xisaabinta.
Iyada oo lagu saleynayo xasilloonida iyo diyaar ahaanshaha noocyadan ee isticmaalka heer-soo-saar, waxaan sidoo kale si guud u diyaarineynaa GPT‑3.5 Turbo, DALL·E iyo Whisper APIs. Waxaan ka shaqeyneynaa inaan si ammaan ah u suurtagelinno fine-tuning-ka GPT‑4 iyo GPT‑3.5 Turbo waxaana fileynaa in sifadani la heli doono dabayaaqada sanadkan.
Waxaan soo bandhignay API-ga dhammeystirka wada-sheekeysiga(ku furmaa daaqad cusub) bishii Maarso, wuxuuna hadda ka yahay 97% isticmaalka GPT ee API-geenna.
Completions API-gii hore waxaa la soo bandhigay Juun 2020 si loo bixiyo weydiin qoraal oo furan oo lagula falgalo noocyadeenna luqadda. Tan iyo markaas waxaan barannay in inta badan aan bixin karno natiijooyin ka wanaagsan annagoo adeegsanayna isdhexgal weydiin oo ka qaabeysan badan. Habka ku saleysan wada-sheekeysigu wuxuu caddeeyay inuu awood badan yahay, isagoo daboolaya inta badan adeegsiyadii hore iyo baahiyaha cusub ee wada-sheekeysiga, isla markaana bixiya dabacsanaan iyo gaar ahaansho sare. Gaar ahaan, isdhexgalka qaabeysan ee API-ga dhammeystirka wada-sheekeysiga (tusaale, fariimaha system-ka, xusida function-ka) iyo awoodihiisa wada-sheekeysi ee wareegyo badan leh waxay u suurtageliyaan horumariyeyaasha inay dhisaan khibrado wada-sheekeysi iyo hawlo badan oo completion ah. Waxa kale oo uu gacan ka geystaa yareynta khatarta weerarka weydiinta, maadaama waxa isticmaaluhu bixiyo si qaabeysan looga sooci karo tilmaamaha.
Waxaan qorsheyneynaa inaan sii wadno maalgelinta inta badan dadaalladayada madasha jihadan, maadaama aan rumeysan nahay inay siin doonto horumariyeyaasha khibrad sii kordheysa oo awood badan isla markaana si fudud loo adeegsan karo. Waxaan si degdeg ah uga shaqeyneynaa xiridda farqiyada yar ee ugu dambeeya ee ka harsan API-ga dhammeystirka wada-sheekeysiga, sida log probabilities ee token-yada dhammeystirka iyo kordhinta steerability si loo yareeyo “hadal-badnaanta” jawaabaha.
Iyada oo qayb ka ah maalgelinteenna kordhay ee API-ga dhammeystirka wada-sheekeysiga iyo dadaalladeenna lagu wanaajinayo awooddeena xisaabinta, 6 bilood gudahood waxaan hawlgab gelin doonnaa qaar ka mid ah noocyadeenna duugga ah ee isticmaala Completions API. In kasta oo API-gani sii ahaan doono mid la geli karo, waxaan ku calaamadeyn doonnaa “legacy” dukumeentiyadeenna horumariyeyaasha laga bilaabo maanta. Waxaan qorsheyneynaa in horumarinta mustaqbalka ee noocyada iyo badeecadaha ay diiradda saaraan API-ga dhammeystirka wada-sheekeysiga, mana lihin qorsheyaal aan si fagaare ah ugu sii deyno noocyo cusub oo isticmaala Completions API.
Laga bilaabo Janaayo 4, 2024, noocyadii completion-ka ee duugga ahaa(ku furmaa daaqad cusub) mar dambe lama heli doono, waxaana lagu beddeli doonaa noocyadan soo socda:
Noocii duugga ahaa | Nooca cusub |
|---|---|
ada | babbage-002 |
babbage | babbage-002 |
curie | davinci-002 |
davinci | davinci-002 |
davinci-instruct-beta | gpt-3.5-turbo-instruct |
curie-instruct-beta | gpt-3.5-turbo-instruct |
text-ada-001 | gpt-3.5-turbo-instruct |
text-babbage-001 | gpt-3.5-turbo-instruct |
text-curie-001 | gpt-3.5-turbo-instruct |
text-davinci-001 | gpt-3.5-turbo-instruct |
text-davinci-002 | gpt-3.5-turbo-instruct |
text-davinci-003 | gpt-3.5-turbo-instruct |
Codsiyada isticmaalaya magacyada nooca deggan ee noocyada aasaasiga ah ee GPT‑3 (ada, babbage, curie, davinci) si toos ah ayaa loogu casriyeyn doonaa noocyada cusub ee kor ku qoran Janaayo 4, 2024. Noocyada cusub sidoo kale waxaa loo heli doonaa tijaabo hore toddobaadyada soo socda iyadoo lagu qeexayo magacyadan nooc ee wicitaannada API: babbage-002, davinci-002.
Horumariyeyaasha isticmaalaya noocyo kale oo duug ah oo completion ah (sida text-davinci-003) waxay u baahan doonaan inay gacanta ku casriyeeyaan isku-darka ay sameeyeen ugu dambeyn Janaayo 4, 2024 iyagoo ku qeexaya gpt-3.5-turbo-instruct qodobka “model” ee codsiyadooda API. gpt-3.5-turbo-instruct waa nooc qaab InstructGPT ah, oo loo tababaray si la mid ah text-davinci-003. Noocan cusub waa beddel toos ah gudaha Completions API waxaana la heli doonaa toddobaadyada soo socda si tijaabo hore loogu sameeyo.
Horumariyeyaasha doonaya inay sii wataan isticmaalka noocyadooda fine-tuned ka dib Janaayo 4, 2024 waxay u baahan doonaan inay fine-tune ku sameeyaan beddello cusub oo ku saleysan noocyada aasaasiga ah ee GPT‑3 (babbage-002, davinci-002), ama noocyo ka cusub (gpt-3.5-turbo, gpt-4). Marka sifadan la helo dabayaaqada sanadkan, waxaan siin doonnaa marin mudnaan leh fine-tuning-ka GPT‑3.5 Turbo iyo GPT‑4 isticmaalayaashii hore u fine-tune gareeyay noocyada duugga ah. Waxaan qirsan nahay in ka guurista noocyo fine-tuned lagu sameeyay xogtaada ay tahay mid adag. Waxaan siin doonnaa taageero isticmaalayaashii hore u fine-tune gareeyay noocyo si isbeddelkani ugu noqdo mid sida ugu macquulsan u sahlan.
Toddobaadyada soo socda, waxaan la xiriiri doonnaa horumariyeyaasha dhawaan isticmaalay noocyadan duugga ah, waxaana bixin doonnaa macluumaad dheeraad ah marka noocyada cusub ee completion-ku diyaar u noqdaan tijaabo hore.
Isticmaalayaasha noocyada embeddings-ka ee duugga ah (tusaale, text-search-davinci-doc-001) waxay u baahan doonaan inay u guuraan text-embedding-ada-002 kahor Janaayo 4, 2024. Waxaan sii daynnay text-embedding-ada-002 Diseembar 2022, waxaana ogaanay inuu ka awood badan yahay kana kharash-oolsan yahay noocyadii hore. Maanta text-embedding-ada-002 wuxuu ka yahay 99.9% dhammaan isticmaalka embedding API.
Waxaan garwaaqsan nahay in tani ay isbeddel weyn u tahay horumariyeyaasha isticmaalaya noocyadaas duugga ah. Joojinta noocyadan ma aha go'aan aan si fudud u qaadaneyno. Waxaan dabooli doonnaa kharashka maaliyadeed ee ku baxaya in isticmaalayaashu dib ugu embedding-gareeyaan waxyaabaha ku jira noocyadan cusub. Waxaan la xiriiri doonnaa isticmaalayaasha ay saameyntu gaartay maalmaha soo socda.
Noocii duugga ahaa | Nooca cusub |
|---|---|
code-search-ada-code-001 | text-embedding-ada-002 |
code-search-ada-text-001 | text-embedding-ada-002 |
code-search-babbage-code-001 | text-embedding-ada-002 |
code-search-babbage-text-001 | text-embedding-ada-002 |
text-search-ada-doc-001 | text-embedding-ada-002 |
text-search-ada-query-001 | text-embedding-ada-002 |
text-search-babbage-doc-001 | text-embedding-ada-002 |
text-search-babbage-query-001 | text-embedding-ada-002 |
text-search-curie-doc-001 | text-embedding-ada-002 |
text-search-curie-query-001 | text-embedding-ada-002 |
text-search-davinci-doc-001 | text-embedding-ada-002 |
text-search-davinci-query-001 | text-embedding-ada-002 |
text-similarity-ada-001 | text-embedding-ada-002 |
text-similarity-babbage-001 | text-embedding-ada-002 |
text-similarity-curie-001 | text-embedding-ada-002 |
text-similarity-davinci-001 | text-embedding-ada-002 |
Isticmaalayaasha Edits API iyo noocyadiisa la xiriira (tusaale, text-davinci-edit-001 ama code-davinci-edit-001) waxay u baahan doonaan inay u guuraan GPT‑3.5 Turbo kahor Janaayo 4, 2024. Edits API beta wuxuu ahaa API hore oo sahamin ah, oo loogu talagalay inuu u suurtageliyo horumariyeyaasha inay soo celiyaan nooc la tafatiray oo weydiinta ah iyadoo lagu saleynayo tilmaamaha. Waxaan tixgelinnay jawaab-celinta Edits API markii aan horumarinaynay gpt-3.5-turbo iyo API-ga dhammeystirka wada-sheekeysiga, kuwaas oo hadda loo isticmaali karo isla ujeeddadan:
