#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
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🚀 Booked ₹1.37+ Lakh Profit! 💰
Another great day in the markets with smart entries & exits. 📈
Check out the power of precision trading! 🔥
🧠 Join my private trading community for real-time insights, setups, and mentorship. Whether you're new or experienced — you’ll level up fast.
👇 Click to join now
🔗https://t.me/+7emcw1k0H_U4ZDg9
📊 Stay ahead, trade smart. 💯
#BankNifty#OptionsTrading#StockMarketIndia#TradeLab#Profits
🚀 Booked ₹1.37+ Lakh Profit! 💰
Another great day in the markets with smart entries & exits. 📈
Check out the power of precision trading! 🔥
🧠 Join my private trading community for real-time insights, setups, and mentorship. Whether you're new or experienced — you’ll level up fast.
👇 Click to join now
🔗https://t.me/bankniftygo
📊 Stay ahead, trade smart. 💯
#BankNifty#OptionsTrading#StockMarketIndia#TradeLab#Profits