#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
Fingernail facts:
The middle finger’s nail grows the fastest while the smallest finger’s grows the slowest.
Nails usually grow faster on your dominant or more active hand (more use → more repair → more blood/nutrients) and speed up in summer thanks to better circulation.
Toenails grow slower.
Overall, males’ nails often grow faster than females’, but during puberty and pregnancy higher hormone levels make nails grow quicker in women.
[Source]
@googlefactss
#FunFact#HumanBody#nails
The lunula is the white, crescent-shaped part at the base of your fingernail. It shows where new nail cells grow.
💅🌙
@googlefactss
#Lunula#Nails#BodyFacts
Закулисье, где уже почти всё готово, а воздух буквально наполнен ожиданием ✨
Чемоданы с подарками, фотозоны, стенды в разных стилях — пространство постепенно «оживает» перед стартом фестиваля 🤩
И чем ближе начало, тем сильнее чувствуется эта особенная атмосфера 🤘🏼
Приходите к самому началу — чтобы успеть на розыгрыш супер подарков от партнёров 🎁
#хочупилить#ногти#nails#маникюр#педикюр