#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
"He who can not obey himself will be commanded."
-Nietzsche
The line cuts deep because it's true. We've all felt it.
The moment we betray what we know we should do. The quiet voice we ignore until someone louder takes control.
Do shout to yourself.
#discipline
#nietzsche
AETATESOLIS
🌅Good Morning Traders!
It’s Monday — a fresh start, a new week, and a new chance to level up your trading game. 💥
Forget past mistakes; let them guide your strategy, sharpen your focus, and strengthen your discipline.
Stay patient. Stay consistent.
Remember — smart planning and steady execution always beat impulsive moves.
Let’s make this week a profitable one! 🚀
#MondayMotivation#TradingMindset#Discipline#RealBinaryOptions
🌅Good Morning Traders!
A brand new day means a brand new opportunity to grow, learn, and win. 💥
Don’t let yesterday’s losses define you — let them teach you. Every great trader has faced setbacks, but only the focused ones rise stronger.
Stay calm. Stay disciplined.
Remember — consistency beats emotion every single time.
Let’s make today count! 🚀
#Mindset#Discipline#Focus#Growth