DeepSeek V4.1 Flash Uyasebenza

I-DeepSeek V4.1 Flash iyimodeli ephakathi esahlolwa ngaphakathi yi-DeepSeek, esebenzisa isakhiwo esisha ngokuphelele futhi esekela i-multimodal ngokwemvelo. Igxile emandleni amakhulu, esivinini esikhulu nasezindlekweni eziphansi. I-base_url ayishintshi lapho ubiza imodeli; vele usethe igama lemodeli libe yi-deepseek-v4.1-flash-expires-on-0910. I-akhawunti ngayinye inomkhawulo wokuxhumana okungu-20 ngesikhathi esisodwa. Ukuhlolwa komphakathi kukhombise ijubane lokukhipha elingaphezu kuka-300 tokens/s.

Isakhiwo esisha semodeli: Imodeli ephakathi esebenzisa i-architecture entsha ngokuphelele, evulela indlela yenguqulo esemthethweni ezayo.
I-multimodal ngokwemvelo: Isekela ukuqonda izithombe ngokwemvelo, ngaphandle kwesidingo semojuli yokubona yangaphandle.
Ukucabanga ngesivinini esikhulu: Ukuhlolwa komphakathi kukhombise okukhiphayo okungu-300~400 tokens/s, okufinyelela ku-507 tokens/s.
Amakhono athuthukisiwe: Ezingeni elifanayo lokusetshenziswa, inamandla kune-V4 Flash, futhi isebenza kangcono emisebenzini yokubhala ikhodi nokukhiqiza.

I-architecture entsha yemodeli: Ihlanganisa indlela ejwayelekile ye-DeepSeek, lapho uchungechunge lwe-V4 lusekelwe ku-MoE mixed-expert architecture. Imboni icabanga ukuthi i-V4.1 Flash iphinde yaklama indlela yokukhetha ochwepheshe nesakhiwo sezendlalelo phezu kwe-MoE, isebenzisa inani elincane lamapharamitha asebenzayo ukuze ithole throughput ephezulu.
I-multimodal ngokwemvelo: Ngokungafani ne-V4 Flash, ekhipha inguqulo ye-Vision ngokwehlukana, i-V4.1 Flash ihlanganisa i-visual encoder ngqo ekuqeqeshweni kwemodeli eyisisekelo. Umbhalo nezithombe kuqondaniswa endaweni efanayo yokumelwa, okususa ukubambezeleka nokulahleka kolwazi okubangelwa ukuhlanganisa amamojuli ahlukene.
Ukucabanga ngesivinini esikhulu: I-throughput ephezulu ivamise ukuvela ekusebenzeni okungacushiwe kwe-MoE, lapho kubalwa ochwepheshe abathile kuphela ku-token ngayinye, ekuthuthukisweni kwe-inference ezingeni lama-operator, nasekusetshenzisweni kabusha kwe-cache. Ukuthi lezi zindlela zisetshenziswa yini kusalindwe ukudalulwa kwenguqulo esemthethweni.

Bhalisa i-akhawunti: Vakashela inkundla evulekile ye-DeepSeek, https://platform.deepseek.com/, ubhalise bese uqinisekisa ubuwena.
Thola ukhiye: Ekhasini elithi ”API keys”, dala bese ukopisha i-API Key yakho.
Qinisekisa ibhalansi: Qinisekisa ukuthi i-akhawunti yakho ifakwe imali; izinga lokukhokhisa liyafana nele-deepseek-v4-flash.
Lungisa ikheli le-interface: Gcina i-base_url ingashintshi, isalokhu ingu-https://api.deepseek.com.
Setha igama lemodeli: Setha i-model kumapharamitha okubiza ibe yi-deepseek-v4.1-flash-expires-on-0910.
Qalisa ukubiza: Thumela isicelo ngefomethi evamile ehambisana ne-OpenAI ukuze uzame imodeli entsha.
Qaphela ukuxhumana okuningi: I-akhawunti ngayinye inomkhawulo wokuxhumana okungu-20 ngesikhathi esisodwa; emisebenzini enemvamisa ephezulu, lawula inani lezicelo.

Isivinini esikhulu kakhulu: Ukuhlolwa komphakathi kukhombisa okukhiphayo okuvamise ukuba ngu-300~400 tokens/s, okuphakeme kufinyelele ku-507 tokens/s, okwenza ukuxhumana kucishe kufane nokuphendula ”ngokushesha”.
I-multimodal ngokwemvelo: Amandla okubona ahlanganiswe ngqo ku-architecture eyisisekelo, ngaphandle kokuthembela enguqulweni yokubona ehlukile njengaku-V4 Flash.
Intengo ayishintshi, kodwa izindleko zangempela zehlile: Nakuba amakhono ethuthukisiwe, ukukhokhisa kugcinwe ezingeni le-V4 Flash; ngezikhathi zokungasebenzi kakhulu, okokufaka okushaya i-cache kwehla kufike ku-0.05 yuan ngamathokheni ayisigidi.
I-architecture entsha: Isebenzisa isakhiwo esisha ngokuphelele semodeli, iyinguqulo ehamba phambili yomzila omusha wezobuchwepheshe we-DeepSeek, enendawo enkulu yokuthuthukiswa okuzayo.
Ukuxhuma ngaphandle kwezindleko: I-base_url ayishintshi; shintsha kuphela igama lemodeli ukuze uyisebenzise, okuvumela abasebenzisi abadala bashintshe ngaphandle kweziphazamiso.

Umsizi wengxoxo yesikhathi sangempela: Ukukhipha okuqhubekayo okungu-300+ t/s kwenza izingxoxo nezinsizakalo zamakhasimende zicishe zingabi nomuzwa wokulinda.
Usizo lokuhlela nge-AI: Ukuqedela ikhodi nokukhiqiza izingcezu zekhodi kuzwela kakhulu ekubambezelekeni; okukhipha ngesivinini esikhulu kungahlanganiswa ngaphandle komthungo ku-IDE.
Izinhlelo zokuqonda okubukwayo: I-multimodal ngokwemvelo ilungele ukuphendula imibuzo ngezithombe-skrini, ukuhlaziya izithombe zamadokhumenti, ukuhlola i-UI neminye imisebenzi ehlanganisa umbhalo nezithombe.
Isendlalelo sokwenza se-Agent engasindi: I-Agent idinga ukubiza imodeli kaningi ngokulandelana; izindleko eziphansi kanye ne-throughput ephezulu kufanele izigaba zokwenza nokuhlunga.
Ukukhiqizwa kokuqukethwe ngobuningi: Imisebenzi yomugqa wokukhiqiza efana nokubhala kabusha, ukufingqa nokuhumusha inganciphisa izindleko kakhulu ngenxa yentengo ephansi nokushaya kwe-cache.