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Source channel @githubtrending · Post #15600 · Apr 4

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#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

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#python#apple_silicon#florence2#idefics#llava#llm#local_ai#mlx#molmo#paligemma#pixtral#vision_framework#vision_language_model#vision_transformer
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Baxtiyor Pulatov

@eco_pulatov · Post #2223 · 01/26/2026, 04:52 PM

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Not all carbon is the same - some heats the planet, others help #cool it. 1/. Black Carbon – Soot from incomplete combustion; strong warming effect 2/. Brown Carbon – Biomass smoke aerosols; absorbs sunlight 3/. Blue Carbon – Stored in coastal & marine ecosystems 4/. Green Carbon – Stored in forests, soils, and vegetation 5/. Red Carbon – Biological matter on snow & ice; accelerates melting 6/. Grey Carbon – Fossil fuel–based industrial emissions

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No Midjourney Dark

@midjourney_dark · Post #1091 · 03/20/2023, 01:56 PM

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Различные политики в роли актеров Матрицы, работа Midjourney V5 1337#cool

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Bots Channel

@BotsChannel · Post #222 · 05/25/2016, 04:44 PM

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🏆Bot of the Day🏆 @NoSpoilersBot Simple bot that hides spoilers until you click a button! i.e Use Inline with @NoSpoilersBotHold the door! #Spoilers#Alert#Cool

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#spoilers#alert#cool
Stickers Channel

@StickersChannel · Post #662 · 01/17/2016, 10:06 AM

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🔥 Facebook Mega Packs 🔥 https://telegram.me/addstickers/Fbmegapack01_By_Osmer https://telegram.me/addstickers/Fbmegapack02_By_Osmer #Facebook#Cartoon#Cool#Fun#OsmerOmar 🏆 Thanks a lot to Osmer, he make all this Cool Stickers possible! Join his channel as well guys! @osmeromarhn

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