#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
#POND/USDT analysis :
#POND has shown a strong recovery from the support zone following a significant decline of -77% from its all-time high (ATH). The price has also successfully broken above the trendline that was previously acting as resistance, indicating a likely continuation of its bullish momentum toward reaching new all-time highs. A potential gain of +120% is anticipated from the current levels.
TF : 1W
Entry : $0.01966
Target : $0.04240
SL : $0.01358
#POND👀
CoinLegs algorithm detected Symmetrical Triangle at 1h chart 📊
Seems like we got a breakout. Stop Loss below the trendline 🛑
Target levels are on the charts.
#POND result
3rd target achieved in just 12 days ✅✅✅
One more huge quick profit 21.9%🤑💰🤑
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#POND result
1st target achieved in just 1 day✅
One more quick profit 7%💰🤑
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