#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
“Sayt hamma qurilmalarda chiroyli chiqishi kerak!” dedingiz-da…
Natijada 50 ta telefon, 1 ta zaryadlovchi, va 0 ta sabr😂
#DasturlashHayoti#Frontend#Responsive#Hazil
💻@dasturlash_hayoti— dasturchilar uchun eng kerakli maslahatlar, hazillar va foydali kontent!
#typescript#css#css_framework#functional_css#postcss#responsive#tailwindcss#utility_classes
Tailwind CSS is a utility-first CSS framework that lets you style websites by adding small, reusable classes directly in your HTML, instead of writing separate CSS files. It provides ready‑made utilities for layout, spacing, colors, and more, so you can build custom user interfaces quickly and consistently. Clear documentation, an active community, and contribution guidelines make it easier to learn, get help, and even contribute to the project, which can save time, reduce CSS complexity, and speed up your UI development.
https://github.com/tailwindlabs/tailwindcss