#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
❗️BIRINCHI MARTA❗️MAORI TUB AHOLISINING AYOL VAKILI YANGI ZELANDIYA TASHQI ISHLAR VAZIRLIGIGA BOSHCHILIK QILADI.
📢Yangi Zelandiya Bosh vaziri #Jasinda#Ardern yangi parlament vazirlarini e'lon qildi, shu jumladan #Nanaia#Mahuta ni tashqi ishlar vaziri etib tayinlashini ham; u bu lavozimni egallaganmamlakatdagi birinchi tub aholi ayoli bo'ldi.
👩💼 Maori taraqqiyoti va mahalliy o'z o'zini boshqarish masalalari vaziri vazifasini o'z ichiga olgan 25 yillik siyosiy tajribaga ega Mahuta dunyodagi eng xilma-xil bo'lib borayotgan parlamentga qo'shildi.
✨ Undan tashqari yana 16 ta maori vazirlari bor, ammo Nanaia hozircha ular orasida yagona ayoldir.
"Men bu jamoadan juda mamnunman", deydi Ardernning o'zi.
Bizga obuna bo'ling 👉@Diplomatika
SIYOSATDAGI SUPER - ONA 💪:
⁉️Agar siz hali ham karyera va onalikning bir-biriga mos kelishiga shubha qilsangiz, bizning zamonamizning qahramoniga bir nazar tashlang!
#Jasinda#Ardern - bu hukumat boshlig'i lavozimida bo'lganida onaga aylangan ikkinchi hukumat rahbari! ❤️ 1990-yilda, o'sha paytda Pokiston Bosh vaziri bo'lgan #Benazir#Bhutto xuddi shu lavozimda bo'lgan paytida ona bo'lgan edi. Qiziqarlisi, Jasindaning qizi Benazir Bhuttoning tug'ilgan kunida tug'ilgan😇
Bizga obuna bo'ling 👉@Diplomatika