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Source channel @githubtrending · Post #15362 · Dec 23

#python#audio_generation#diffusion#image_generation#inference#model_serving#multimodal#pytorch#transformer#video_generation vLLM-Omni is a free, open-source tool that makes serving AI models for text, images, videos, and audio fast, easy, and cheap. It builds on vLLM for top speed using smart memory tricks, overlapping tasks, and flexible resource sharing across GPUs. You get 2x higher throughput, 35% less delay, and simple setup with Hugging Face models via OpenAI API—perfect for building quick multi-modal apps like chatbots or media generators without high costs. https://github.com/vllm-project/vllm-omni

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Dasturlash hayoti️️ ️

@dasturlash_hayoti · Post #4101 · 12/15/2025, 01:15 PM

#Dasturlash#IT#Beginner#futurecoder#OnlineLearning futurecoder — dasturlashni noldan o‘rganish uchun mukammal platforma futurecoder — bu hech qanday tayyorgarliksiz dasturlashni boshlash mumkin bo‘lgan bepul va interaktiv ta’lim sayti. Platforma foydalanuvchini asta-sekin fikrlashga, kod yozishga va muammolarni hal qilishga o‘rgatadi. Qanday o‘rgatadi? — Brauzer ichida kod yozish va ishga tushirish — Interaktiv topshiriqlar va real misollar — Har bir mavzu bo‘yicha aniq va sodda tushuntirishlar — Qiyinchilik darajasi bosqichma-bosqich oshirib boriladi Afzalliklari: — Dastur o‘rnatish shart emas — Amaliyotga yo‘naltirilgan — O‘rganish jarayonida xatolarni tushuntirib beradi — Mustaqil o‘rganish uchun juda qulay Kimlar uchun mos? — Dasturlashni endi boshlayotganlar — Python’ni tez va tushunarli o‘rganmoqchi bo‘lganlar — O‘qituvchilar va mentorlar — Amaliy mashqlar orqali bilim olishni istaganlar Rasmiy sayt: 👉https://futurecoder.io/ 💻@dasturlash_hayoti— dasturchilar hayoti va IT memlari aralash kanal😉