#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer
You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4].
https://github.com/rasbt/LLMs-from-scratch
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
🔝Web-site |🔝Facebook | 🔝Instagram | 🔝Youtube
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