#jupyter_notebook
MiniCPM is a family of highly efficient, open-source AI models designed to run well even on regular computers or mobile devices, not just powerful servers. The latest version, MiniCPM 4, is especially fast and smart, handling long texts and complex tasks much quicker than similar models, and it can be used for things like answering questions, writing summaries, and working with tools or data. MiniCPM also supports both English and Chinese, making it useful for bilingual users. The main benefit is that you get strong AI performance without needing expensive hardware, so it’s easy to use for many different applications[1][5].
https://github.com/OpenBMB/MiniCPM
🤖 Aqlni shubha ostiga qo‘yadigan kapcha!
Bir dasturchi “I’m Not a Robot” nomli sayt ishga tushirdi. Bu yerda odatdagi kapcha emas, balki inson ekanligingizni isbotlash uchun 48 ta sinovdan o‘tishingiz kerak bo‘ladi.
🔹 Boshlanishida oddiy — yo‘l belgilarini topish kabi topshiriqlar.
🔹 Keyin esa mantiqiy boshqotirmalar, hatto “X va O” o‘yinigacha boradi.
🔹 Har bir keyingi kapcha avvalgisidan qiyinroq.
Jarayon ancha vaqt oladi, diqqat va topqirlikni talab qiladi. Oddiy botlar bunga dosh berolmaydi. Lekin odam ham oxiriga yetgach, o‘zidan so‘raydi: “Buni men qildimmi?” 😄
👉Bizning barcha loyihalar | #captcha
https://altcha.org/
Free, open-source #Captcha alternative
ALTCHA uses a proof-of-work mechanism to protect your website, APIs, and online services from spam and unwanted content.
Unlike other solutions, ALTCHA is free, open-source and self-hosted, does not use cookies nor fingerprinting, does not track users, and is compliant with data-privacy regulations and accessible.