OpenAI o1 and o3 Reasoning Models Explained
OpenAI o1 ak o3 ay misaali xalaat lañu yuy jëfandikoo yeneen xayma ci diiru test ngir liggéey ci jafe-jafe yu bari ci math, science ak kodage balaa ñuy tontu.
Plongeur bu xóot
Ñu ngi ko génne ci 2024, o1 mooy xeetu OpenAI biñ njëkka tàggat ngir 'xalaat' balaa muy tontu ci defar ay xalaat yu gudd ci biir. O1 wuute na ak GPT-4o, ndax dafay tontu ci saasi, o1 dafay toog ay segond wala ay simili di xalaat, di jàngat anam yi ñuy jaar, di jàpp njuumteem, ak di dellu ginaaw. Li koy dooleel mooy jàngat bu yaatu buy dooleel xalaat bu jaar yoon, te baña yam ci bind bu leer rek. o3, ñu njëkka xool ci weeru desàmbar 2024 ba noppi ñu génne ko ci 2025, dafa puus lii gëna sori: mu am luy tollu ci 87.5% ci ARC-AGI abstrait-resoning benchmark ba noppi yegg ci dayo prograam buy joŋante ak coder nit ñi gëna mag. Kompromis bi mooy njëg ak latency, ndax lu gëna yàgg di 'xalaat' ci waxtu inference dafay gëna baaxal tontu yi.
Gis-gis xarala
Xalaat bu am solo bi mooy waxtu-inferensi (waxtu-test) eskalaasioŋ xayma. Duñu def model bi gëna rëy ci diiru tàggat-yaram, o1 ak o3 dañu leen di tàggat ci jàng-jàng buy dooleel ngir génne ay xalaat yu gudd ci biir, ginaaw ga ñu may leen ñu jëfandikoo ay xayma yu bari ci laaj bu nekk. Xalaatal token yu bari dañuy joxe tontu yu gëna baax ci jafe-jafe yu metti. OpenAI dafay nëbb jëfandikukat yi xalaat yu ñor yi, di wane resumé, lu ci melni ngir aar pexem bi ak moytu distillation ci jëfandikukat yi.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
The Future of OpenAI o1 and o3 Reasoning Models Explained
Royuwaayi xalaat yi ñu ngi soppali barab bi: ay noon yu melni DeepSeek-R1, __AIU_PROTECTED_11_'s anam xalaat, ak __AIU_PROTECTED_4_'s xalaat yu yaatu ñoom ñépp dañu jëfandikoo xeetu test-time-computer bu noonu mel. Xaarandi 'coono' dials may jëfandikukat yi jënd ak jaay gaawaay ngir xóotaayu, sistem agent yiy xalaat ci jéego yu bari yu jëfandikoo jumtukaay, ak xalaat yuñ lakke ci jumtukaayi multimodal ak science. Frontier bi dafay tax lii gëna xéewale, gëna gaaw, gëna wóor, ci noonu lañuy tëye xalaat yu gudd yi, ba noppi amul benn njuumte bu fësul.
Doxal ci àdduna dëgg
Faj jafe-jafe math ci niveau competition (AIME, IMO-style) ci liggéey ci firnde yu bari
Debugging ak bind kode bu jaffe, def lu jege niveau yu gëna kawe ci nit ñi ci joŋante prograam
Jàppale gëstukat yi ñu xalaat ci laaji physique, chimie ak biologie ci niveau diplômé
Dafay dooleel defkati liggéey yiy waajal, woo jumtukaay, xool njariñ yi, ak jubbanti seen bopp ci jéego yu bari
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
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Gis bi ci topp
Modèle Zhipu GLM
Laaj yi ñuy faral di laaj
What is OpenAI o1 and o3 Reasoning Models Explained?
OpenAI o1 ak o3 ay misaali xalaat lañu yuy jëfandikoo yeneen xayma ci diiru test ngir liggéey ci jafe-jafe yu bari ci math, science ak kodage balaa ñuy tontu.
Lan mooy wuute gi gëna mag ci doxalin diggante o1/o3 ak xeetu standard bu melni GPT-4o?
o1 ak o3 dañuy génne ay xalaat yu yàgg balaa ñuy joxe tontu bu mujj, duñu tontu ci saasi.
Ban pexem tàggat moo gëna am solo ngir jàngal nit xalaat bu baax?
o1 dañu ko tàggat ci jàngat buy dooleel jéego yu am njariñ, te baña yam ci bind bu neex.
Luy 'eskaalu xayma ci diiru inferensi' ci xeetu lim yii?
Li gëna am solo mooy bàyyi model bi mu 'xalaat' lu gëna yàgg ci waxtu tontu, te baña yam ci gëna rëy ci diiru tàggat yaram, dafay yokk performance ci jafe-jafe yu metti.
Ci ban benchmark la o3 amee poñ yu tollu ci 87.5%, loolu dafay wane xalaat bu dëgër bu abstrait?
poñ yu bari yi o3 am ci ARC-AGI abstrait-resolution benchmark nekkoon na luy wane ni mën na xalaat.
Lan moo waral OpenAI di nëbb jëfandikukat yi xalaat yu bees yi?
OpenAI dafay wane lu gàtt ci seen xalaat, lu ci melni ngir musal njubluwaay bi ak tere ñi ñuy xëcc ñu ko koppi.