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👑 Вчера была выпущена еще одна интересная китайская опенсорс модель ризонинга.

Kimi представила Kimi k1.5 - мультимодальную модель, использующую обучение с подкреплением с длинной и короткой цепочкой размышления (CoT).

- Контекст 128 тыс. токенов

- Согласно их опубликованному отчету, они достигли производительности SOTA в таких тестах, как AIME (77,5), MATH-500 (96,2) и LiveCodeBench (47,3).

→ Производительность Long-CoT соответствует o1 в нескольких тестах: Math Vista, Codeforces и т.д)

- Модель превосходит GPT-4o и Claude Sonnet 3.5 на AIME

⚡️ Технический отчет: https://github.com/MoonshotAI/Kimi-k1.5

#llm #reasoning #ml #Kimi #preview

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16.5K viewsJan 21 at 06:14

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Create: 2025-01-21
Last Update: 2025-02-11 05:15:25

👑 Вчера была выпущена еще одна интересная китайская опенсорс модель ризонинга.

Kimi представила Kimi k1.5 - мультимодальную модель, использующую обучение с подкреплением с длинной и короткой цепочкой размышления (CoT).

- Контекст 128 тыс. токенов

- Согласно их опубликованному отчету, они достигли производительности SOTA в таких тестах, как AIME (77,5), MATH-500 (96,2) и LiveCodeBench (47,3).

→ Производительность Long-CoT соответствует o1 в нескольких тестах: Math Vista, Codeforces и т.д)

- Модель превосходит GPT-4o и Claude Sonnet 3.5 на AIME

⚡️ Технический отчет: https://github.com/MoonshotAI/Kimi-k1.5

#llm #reasoning #ml #Kimi #preview

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Date: 2025-02-11|

"The inflation fire was already hot and now with war-driven inflation added to the mix, it will grow even hotter, setting off a scramble by the world’s central banks to pull back their stimulus earlier than expected," Chris Rupkey, chief economist at FWDBONDS, wrote in an email. "A spike in inflation rates has preceded economic recessions historically and this time prices have soared to levels that once again pose a threat to growth." Given the pro-privacy stance of the platform, it’s taken as a given that it’ll be used for a number of reasons, not all of them good. And Telegram has been attached to a fair few scandals related to terrorism, sexual exploitation and crime. Back in 2015, Vox described Telegram as “ISIS’ app of choice,” saying that the platform’s real use is the ability to use channels to distribute material to large groups at once. Telegram has acted to remove public channels affiliated with terrorism, but Pavel Durov reiterated that he had no business snooping on private conversations. Perpetrators of these scams will create a public group on Telegram to promote these investment packages that are usually accompanied by fake testimonies and sometimes advertised as being Shariah-compliant. Interested investors will be asked to directly message the representatives to begin investing in the various investment packages offered. At its heart, Telegram is little more than a messaging app like WhatsApp or Signal. But it also offers open channels that enable a single user, or a group of users, to communicate with large numbers in a method similar to a Twitter account. This has proven to be both a blessing and a curse for Telegram and its users, since these channels can be used for both good and ill. Right now, as Wired reports, the app is a key way for Ukrainians to receive updates from the government during the invasion. Now safely in France with his spouse and three of his children, Kliuchnikov scrolls through Telegram to learn about the devastation happening in his home country.
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