#python#apple_silicon#florence2#idefics#llava#llm#local_ai#mlx#molmo#paligemma#pixtral#vision_framework#vision_language_model#vision_transformer
MLX-VLM lets you run, chat with, and fine-tune Vision Language Models (VLMs) plus audio/video models on your Mac using MLX—install easily with `pip install -U mlx-vlm`. Use CLI for quick text/image/audio generation (e.g., `mlx_vlm.generate --model ... --image photo.jpg`), Gradio UI for chats, Python scripts, or a FastAPI server with OpenAI-compatible endpoints supporting multi-images/videos. Features like TurboQuant cut KV cache memory by 76%, and LoRA/QLoRA fine-tuning works on consumer hardware. You benefit by experimenting with powerful multimodal AI locally—fast, memory-efficient, no cloud costs, perfect for Mac users tweaking models affordably.
https://github.com/Blaizzy/mlx-vlm
#result
Ko'pgina õquvchilar aniq bir sohani tanlay olisha olmaydi. Tanlashganda ham juda kõp ikkilanishlar bõladi. Ular bilan õzlari xohlagan yõnalishni tanlab, shu yõnalish bo'yicha aniq maqsad sari harakat qilish esa mashaqqatli ish hisoblanadi.
Õquvchilarning universitetlarga ketma-ket kirayotganligi haqidagi xabarlar kelganida esa ushbu mashaqqatlar esdan chiqib, yuzda ajib tabassum hosil bõladi.
Ilm olishda va ilm ulashishda Allohning õzi bardavom qilsin 🤲
Yana ham kõproq natijalarni bilish uchun bizni instagram tarmog'ida kuzatib boring.
#competition#result
👍17-noyabr kuni Oʻzbekiston stol tennisi federatsiyasi bilan hamkorlikda tashkil etilgan “IT Park Table Tennis Cup-2024” turniri oʻz yakuniga yetdi!
🏓 Turnirda 42 ta jamoa ishtirok etdi va kuchli bellashuvlar oʻtkazildi.
🥇 “PAYNET”
🥈 “BRB TECH”
🥉 “UZINFOCOM”, “YUSOLVE”
🏆 Gʻoliblarni samimiy tabriklaymiz! Musobaqada qatnashgan barcha jamoalarga minnatdorchilik bildiramiz. Bu turnir nafaqat sport, balki doʻstlik va hamjihatlikning haqiqiy bayrami boʻldi!
_______
👍The IT Park Table Tennis Cup 2024, organized in collaboration with the Table Tennis Federation of Uzbekistan, successfully concluded on November 17!
A total of 42 teams participated, demonstrating exceptional skill and commitment to victory.
🥇 “PAYNET”
🥈 “BRB TECH”
🥉 “UZINFOCOM”, “YUSOLVE”
🏆 Congratulations to the winners! We extend our gratitude to all teams for their involvement and outstanding performances. This tournament was a true celebration of sportsmanship, friendship, and unity.
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@pic
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