MoonshotAI: Kimi K3.1 Pro

{"about":"Kimi K3.1 Pro to model Moonshot AI, pierwszy w serii K3.1. Powstał na bazie Kimi K3 ze znacznie rozszerzonym douczaniem i wspólnym uczeniem ze wzmocnieniem w wielu dziedzinach. Oficjalny opis wyróżnia programowanie, pracę nad projektami trójwymiarowymi, badania finansowe i zadania wymagające kilku powiązanych etapów.\n\n### Programowanie i projekty techniczne\n\nModel można wykorzystać do analizy istniejącego kodu, przygotowania zmian i planowania rozwoju. Przekaż cel, aktualną implementację i ograniczenia, na przykład interfejsy, które trzeba zachować, oraz opis prawidłowego wyniku. Odpowiedź może zawierać wyjaśnienie, tekst poprawki, scenariusze testowe lub sekwencję wdrożenia.\n\nW grach, scenach interaktywnych i modelowaniu parametrycznym przydatne są zadania przygotowania skryptów i logiki technicznej. Dokumentacja producenta omawia pracę z Blender, CAD i silnikami gier. W Ailoot wynikiem tej karty jest tekst, więc takie zapytanie warto formułować jako kod dla wybranego narzędzia, opis geometrii lub plan budowy sceny do późniejszego uruchomienia we własnym środowisku.\n\n### Analityka na podstawie przekazanych danych\n\nPrzy pracy z dokumentami można poprosić o zestawienie źródeł, objaśnienie obliczenia, sprawdzenie spójności założeń lub przygotowanie notatki badawczej. Dla modelu finansowego przekaż wartości wejściowe, jednostki i zależności między nimi. Model może zaproponować tekst formuł i kolejność weryfikacji, a dla raportu — strukturę i argumentację powiązaną z dostarczonymi materiałami.\n\n### Jak uzyskać użyteczną odpowiedź\n\n1. Podaj zadanie i oczekiwany wynik: wyjaśnienie, kod, plan lub wniosek analityczny.\n2. Dołącz potrzebne teksty i określ priorytet źródeł.\n3. Opisz kryteria sprawdzenia: zachowywane warunki, format, dokładność obliczeń i obowiązkowe sekcje.\n4. Kontynuuj doprecyzowaniami, zachowując ważne decyzje i pierwotne ograniczenia.\n\n### Wejście i wynik w Ailoot\n\nKarta przyjmuje tekst i zwraca tekst. Odpowiednie materiały to instrukcje, wyciągi z dokumentów, kod źródłowy, tabele w postaci tekstowej i historia dyskusji. W K3.1 Pro rozumowanie jest stale włączone; dokumentacja modelu przewiduje poziomy low, high i max. W Standard ustawiono limit wejścia do 262 144 tokenów i odpowiedzi do 65 536 tokenów. Przy dużym zapytaniu uwzględnij historię rozmowy i dobierz ilość materiału do konkretnego pytania.","alias_of":null,"aliases":["k3.1-pro","kimi-k3.1-pro"],"author":"MoonshotAI","canonical_model":"moonshotai/kimi-k3.1-pro","ctx":262144,"formats":["chat","gemini","messages","responses"],"id":"moonshotai/kimi-k3.1-pro","input":["text"],"kind":"text","max_out":65536,"methods":[{"cache_read":0.2,"cache_write":2.0,"cache_write_1h":null,"cache_write_5m":2.0,"conditional_meter":null,"ctx":262144,"family":"anthropic","fast_multiplier":null,"flex_multiplier":null,"fmt":"messages","http":"POST","img_in":null,"img_out":null,"in":2.0,"input":["text"],"label":"Anthropic 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