#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
#tailwindCss#frontend
Tailwind bilan animatsiyalarni yanada chiroyli qiling!
CSS’da murakkab easing funksiyalarini yozib o‘tirish shart emas. Origin UI sizga 20+ tayyor animatsiya sinflarini taqdim etadi.
✅ Faqat kerakli klassni nusxalaysiz va loyihangizga qo‘shib qo‘yasiz — hammasi tayyor!
Frontend loyihalaringizni jonlantirish uchun juda qulay.
🔗 Ko‘rib chiqing: originui.com/easings
💻@dasturlash_hayoti— Dasturchilar uchun eng kerakli maslahatlar va foydali kontent
#typescript#svelte#sveltekit#tailwindcss#tauri
Epicenter is a free, open-source set of local-first apps that let you own and control your data by storing everything—notes, transcripts, chats—in one simple folder using plain text and SQLite. You can use any AI model you want, customize tools, and access your data anywhere without relying on cloud services. Key apps include Whispering, which transcribes your speech locally, and epicenter.sh, a personal assistant that helps you search and interact with your data. This setup gives you privacy, flexibility, and full control over your information, avoiding locked, siloed apps and data traps. It’s great for anyone who values data ownership and open software.
https://github.com/epicenter-so/epicenter