#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
📊#XVG – POSITION UPDATE
Placed initial bids in the $0.0076 – $0.0078 zone.
This area is acting as a key decision level.
If the weekly candle closes above $0.0078, it would mark the first confirmed breakout since 2024.
In that case, continuation setups will be considered.
Until then, patience matters.
#XVG/USDT analysis :
#XVG is currently consolidating sideways. The price has tested and held support. A rebound from this support level is anticipated, with the target being the resistance level.
TF : 4h
Entry : $0.005600
Target : $0.007415
SL : $0.004360
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