#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
CSS yordamida dizayn mahoratingizni oshiring!
Saytingiz ko‘rinishini yanada chiroyli, zamonaviy va professional qilish uchun quyidagi foydali vositalardan foydalanib ko‘ring:
1️⃣Border Radius Generator – burchaklarni yumaloq qilishda qulay:
🔗10015.io/tools/css-border-radius-generator
2️⃣Glassmorphism Generator – shaffoflik effekti bilan zamonaviy dizaynlar yarating:
🔗hype4.academy/tools/glassmorphism-generator
3️⃣Shadows Generator – realistik soyalar yaratish uchun ajoyib vosita:
🔗shadows.brumm.af
4️⃣Box Shadow Examples – tayyor soya effektlarini tanlab olib qo‘llang:
🔗getcssscan.com/css-box-shadow-examples
#CSS
💻@dasturlash_hayoti— dasturchilar hayoti va dasturlash olami haqida qiziqarli loyiha!
#css
🖥 Ko‘rsatilgan gradiyentlarga asosan CSS kod chiqarib beruvchi foydali sayt.
LINK👉neumorphism.io
💻@dasturlash_hayoti— dasturchilar va dasturlash hayotini yoritib boradigan loyiha!