#python#deep_learning#inference#llm#nlp#pytorch#transformer
Nano-vLLM is a small, fast, and easy-to-understand tool for running large language models offline. It matches the speed of bigger systems like vLLM but uses only about 1,200 lines of clean Python code, making it simple to read and modify. It includes smart features like prefix caching and tensor parallelism to boost performance. You can install it easily and run models like Qwen3-0.6B on your own GPU. This tool is great if you want fast, efficient AI inference without complex setups, ideal for learning, research, or small deployments on limited hardware.
https://github.com/GeeeekExplorer/nano-vllm
The Co-optation of Continental Institutions: Abiy Ahmed’s Faustian Bargain with IGAD and the AU, and Its Inevitable Backfire on Ethiopian Stability. Read more.
https://borkena.com/2025/12/04/the-co-optation-of-continental-institutions-abiy-ahmeds-faustian-bargain-with-igad-and-the-au-and-its-inevitable-backfire-on-ethiopian-stability/#Ethiopia#politics#Africa#Institution
Ethnos to Demos: The Vision Confirmed, The Path Diverges. Read more.
https://borkena.com/2025/12/15/ethiopia-ethnos-to-demos-the-vision-confirmed-the-path-diverges/#Ethiopia#politics#institution#ethnicfederalism
📊Sanksiyani bartaraf etish, mintaqaviy integratsiya va institutlar
🟣Oliy maktabda Qozog‘iston Respublikasining Narxoz Universiteti professori Murat Issabayev ishtirokida “Sanksiyani bartaraf etish, mintaqaviy integratsiya va institutlar” mavzusidagiilmiy seminar bo‘lib o‘tdi.
💬Sanction Mitigation, Regional Integration, and the Role of Institutions
🟣The Graduate School hosted a scientific seminar titled "Sanctions Mitigation, Regional Integration, and Institutions," featuring Professor Murat Issabayev from Narxoz University, Kazakhstan.
🏙Устранение санкций, региональная интеграция и институты
🔴В Высшей школе состоялся научный семинарна тему «Устранение санкций, региональная интеграция и институты» с участием профессора Нархозского университета Республики Казахстан Мурата Иссабаева.
#GraduateSchool#Sanction#Integration#Institution
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Fed's Role in Bitcoin Reserve Plans
Discussions arise on the establishment of a Bitcoin Strategic Reserve (BSR) if Trump decides to act quickly. The U.S. Treasury could use the Exchange Stabilization Fund to purchase Bitcoin via an executive order. Long-term stability requires congressional legislation to include Bitcoin in the Strategic Reserve Act. Both steps are Treasury-led, firmly placing the Federal Reserve outside of this decision-making process.
In another noteworthy development, blockchain project Trrue has secured a $10 million investment commitment from GEM Digital, despite GEM's background of fraudulent activity, raising concerns over transparency in reporting.
Read more: Wu Blockchain News | CoinDesk | Wu Blockchain News
#Fed#Bitcoin#BSR#UStreasury#ExecutiveOrder#Trrue#Investment#GEMDigital#Fraud#Blockchain#Transparency#Congress#ReserveAct#Crypto#Finance#News#Regulation#Market#Tokens#Ecosystem#Institution