#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
💾 Bola 512 GB hajmdagi 50 ta SSDni sindirib qo‘ydi
💸 Bir erkak narxlar oshib borayotganini ko‘rib, xotira qurilmalariga sarmoya kiritmoqchi bo‘lib, 512 GB li 50 taSamsung PM991a SSD sotib olgan — jami qiymati taxminan $4000 bo‘lgan.
😱 Ammo ularning barchasini 10 yoshli o‘g‘li o'ynab, bukib chiqqan.
😭 Bechora bola… "detdom"ga ketarmikan?
➡️#ssd | Birinchi IT-Blog
Про #ssd почему скорость бывает падает, и что важно знать всем
https://news.fidller.com/2023/03/17/pochemu-vash-novyy-ssd-rabotayet-medlenno/
#newsfidllercom#bighousecinema