#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
#The_Economist🇬🇧📕[PDF]⬇️
15 #November2025
#Weekly_Magazines
For learning, for free(dom).
@backupofmagazines
This week’s Economist tracks how an emerging #AIBubble, volatile #Markets, and shifting #Geopolitics could reshape 2026. From Taiwan’s hidden economic risks to Mexico’s security crisis and Europe’s democratic strain, global fault lines widen. China faces birth-rate pressures and reputational challenges, while the U.S. wrestles with #Trumpforce, homeschooling, and e-bike parenting. Business pages explore #Chatbots, HR’s rise, and America’s “seven deadly sins.” Finance dives into “recession-recession” fears and personal-finance defence. Science highlights #AI superforecasting and whales’ vowel systems. A dense but essential issue for anyone tracking #Tech, #Policy, and global stability.
#The_Bloomberg🇺🇸📕[PDF]⬇️
#November2025
#Monthly_Magazines
For learning, for free(dom).
@backupofmagazines
This issue pits #GavinNewsom against a shifting #USPolitics map while probing the supposed #AIBubble, from frothy valuations to real-world productivity. A climate-forensics read asks whether #CloudSeeding worsened Dubai’s deadly storm—at the nexus of #ExtremeWeather and #ClimateChange. The geo-economics file tracks India’s wobbling investments, China’s expanding #Ports, and weaponized #SupplyChains. For investors, the issue weighs #ETFs, #401k tweaks, #BigTech concentration risk, and hedges in #Europe and #Gold. Lifestyle detours sample Utah powder and the dive-bar revival. It’s a brisk tour of power, money, and culture in a volatile world. #Markets#Investing#Energy#MiddleEast#Africa#Healthcare#Birkenstocks