Интеренcый видос про то, как чел натренил маленькую быструю 2B VLM, которая оказалась лучшей в своем классе.
Моделька - это Phi1.6B + SigLIP 400M vision encoder. Далее чел собрал синтетический датасет LNQA (Localized Narratives Question Answering) с вопросами-ответами по картинкам, 300к пар. И натренил на нем свою модель и выложил все в опен-сорс.
Полочилась довольно сильная шустрая модель. Далее чел поднял $4.5M и строит стартап moondream.ai по тренировке мелких моделей для прода.
Интеренcый видос про то, как чел натренил маленькую быструю 2B VLM, которая оказалась лучшей в своем классе.
Моделька - это Phi1.6B + SigLIP 400M vision encoder. Далее чел собрал синтетический датасет LNQA (Localized Narratives Question Answering) с вопросами-ответами по картинкам, 300к пар. И натренил на нем свою модель и выложил все в опен-сорс.
Полочилась довольно сильная шустрая модель. Далее чел поднял $4.5M и строит стартап moondream.ai по тренировке мелких моделей для прода.
Since its launch in 2013, Telegram has grown from a simple messaging app to a broadcast network. Its user base isn’t as vast as WhatsApp’s, and its broadcast platform is a fraction the size of Twitter, but it’s nonetheless showing its use. While Telegram has been embroiled in controversy for much of its life, it has become a vital source of communication during the invasion of Ukraine. But, if all of this is new to you, let us explain, dear friends, what on Earth a Telegram is meant to be, and why you should, or should not, need to care. In addition, Telegram's architecture limits the ability to slow the spread of false information: the lack of a central public feed, and the fact that comments are easily disabled in channels, reduce the space for public pushback. And indeed, volatility has been a hallmark of the market environment so far in 2022, with the S&P 500 still down more than 10% for the year-to-date after first sliding into a correction last month. The CBOE Volatility Index, or VIX, has held at a lofty level of more than 30. Telegram has gained a reputation as the “secure” communications app in the post-Soviet states, but whenever you make choices about your digital security, it’s important to start by asking yourself, “What exactly am I securing? And who am I securing it from?” These questions should inform your decisions about whether you are using the right tool or platform for your digital security needs. Telegram is certainly not the most secure messaging app on the market right now. Its security model requires users to place a great deal of trust in Telegram’s ability to protect user data. For some users, this may be good enough for now. For others, it may be wiser to move to a different platform for certain kinds of high-risk communications. For tech stocks, “the main thing is yields,” Essaye said.
from ms
