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Source channel @githubtrending · Post #15600 · Apr 4

#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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Venture Village Wall 🦄

@venturevillagewall · Post #3445 · 12/19/2024, 12:00 PM

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Bitcoin Demand vs. Supply Dynamics Satoshi anticipated individuals like Michael Saylor would attempt to buy large Bitcoin supply. Bitcoin's scarcity drives prices up as demand increases, making further purchases expensive. The challenge lies in acquiring more coins when prices rise due to limited supply. 🔥 #Bitcoin#Demand#Supply#MichaelSaylor#PriceRise#Scarcity#CryptoNews#Investment#MarketDynamics#Satoshi#Finance#Trend#Economics#Growth#Assets#Strategy

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#bitcoin #demand #supply #michaelsaylor #pricerise #scarcity #cryptonews #investment #marketdynamics #satoshi #finance #trend #economics #growth #assets #strategy

Venture Village Wall 🦄

@venturevillagewall · Post #3993 · 01/26/2025, 10:00 PM

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Bitcoin Supply Drops Below 1M 🟠 Only 1,056,700 Bitcoin left to mine, forever. This significant milestone emphasizes Bitcoin's scarcity as its supply rapidly decreases. 📈 Hyperliquid achieves record $157B monthly volume in perpetual contracts, projecting $0.5T by March 2025 if trends continue. 🇫🇷 French Senate approves 2025 budget including an annual ‘unproductive wealth’ tax on unrealized cryptocurrency gains. Awaiting vote in the National Assembly. 🚨 180M USDT transferred from Tether Treasury to Bitfinex. Details from Whale Alert. #Bitcoin#Crypto#Tax#Finance#Volume#France#Investment#Currency#USDT#Tether#Bitfinex#WhaleAlert#PerpetualContracts#Market#Scarcity#Trading#Budget#NationalAssembly#Future

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#bitcoin #crypto #tax #finance #volume #france #investment #currency #usdt #tether #bitfinex #whalealert #perpetualcontracts #market #scarcity #trading #budget #nationalassembly #future