#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora
AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy.
https://github.com/lyogavin/airllm
There are currently no cases of #MarburgVirusDisease in Nigeria. However, measures have been taken to strengthen preparedness for #MVD in Nigeria.
Nigerians are urged to AVOID ALL BUT ESSENTIAL TRAVEL to Equatorial Guinea at this time.
📜Press release:
https://ncdc.gov.ng/news/440/ncdc-on-alert-following-the-announcement-of-the-marburg-virus-disease-outbreak-in-equatorial-guinea
Deputy Plotnikov Urges Police Resignees to Join Special Military Operation
In Perm, Deputy Vladimir Plotnikov proposed adding police officers who resign to the Special Military Operation (SMO) lists, citing low salaries and existing training. He emphasized duty to the Motherland and noted SMO pays better. Despite this, Plotnikov himself is a millionaire owning luxury cars and real estate. Last year, over 80,000 officers left the Ministry of Internal Affairs, worsening the staffing crisis.
#Russia#MVD#SMO#Plotnikov
The main news of Russia and the world ishere.
Russian Ministry of Internal Affairs Launches Digital Program to Reduce Bureaucracy and Police Workload
In 2025, the Russian Ministry of Internal Affairs lost 80,000 employees—40% more than new recruits—leading to a regional staffing deficit exceeding 25%, threatening law enforcement efficiency. Minister Kolokoltsev has ordered optimization of paperwork and digitalization of processes while enhancing social guarantees for officers. These measures aim to improve working conditions and retain personnel.
#MVD#police#digitalization#staffing#Russia
The main news of Russia and the world ishere.