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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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Crypto Drop Club

@drop_cryptogo · Post #1809 · 05/19/2025, 12:05 PM

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🎮TapSwaphas reached a new level - beta is already online! Now skill games are available to the first users directly in Telegram. No downloads - everything is fast, convenient and already with $TAPS integration . What's in beta: • 🎮 3 play-to-skill games — it’s not clicks that matter, but real skill • 💸 Using and testing $TAPS in action • 🧩 Convenient Telegram mini-app — launch in a couple of seconds ⚠️Beta is available only to a limited number of users. If you've gained access, you're among the first to test the mechanics before the mass launch and possibly earn an advantage. 📅 Public release - already in early June. Get ready:TapSwapis a game changer. #TapSwap#CryptoGaming#SkillToEarn#Web3UA Bot link:tapswap_bot📱 Crypto Drop Club 👉 SUBSCRIBE

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Nigeria Football Hub

@football_nigeria · Post #1098 · 05/19/2025, 02:01 PM

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🎮TapSwap officially launched the beta! The project has made an important step forward — now skill games are available for the first testers directly in Telegram. Convenient format, fast loading and no unnecessary actions. What's included in the beta: • 🎯 Three games where the outcome depends on your skills • 💰 Integration with $TAPS • 📲 Access via Telegram mini-app ⚠️ At the current stage, only selected users have access to the beta. If you are among them, you can already try out the platform before the official release. 🗓The public launch is scheduled for early June. #TapSwap#БетаЗапуск#SkillGaming#Web3UA Bot link:tapswap_bot📱 Nigeria Football Hub

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INSIDER USA | News

@insider_usa_news · Post #3352 · 05/19/2025, 01:04 PM

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🎮TapSwap officially launched the beta! The project has made an important step forward — now skill games are available for the first testers directly in Telegram. Convenient format, fast loading and no unnecessary actions. What's included in the beta: • 🎯 Three games where the outcome depends on your skills • 💰 Integration with $TAPS • 📲 Access via Telegram mini-app ⚠️ At the current stage, only selected users have access to the beta. If you are among them, you can already try out the platform before the official release. 🗓The public launch is scheduled for early June. #TapSwap#БетаЗапуск#SkillGaming#Web3UA Bot link:tapswap_bot📱 INSIDER USA 👉🏻 Subscribe

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#tapswap#бетазапуск#skillgaming#web3ua