#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
☄️🌐We apologize for any inconvenience that may have been caused by the temporary disruption in service. We are committed to providing a seamless and secure experience for all of our users and appreciate your understanding during this time.
We are excited to introduce the bonus plan worth $10M as a token of gratitude for your patience and support. Details of the plan will be shared soon, and payouts will be processed next week. 👍❗️
Thank you once again for your trust in Wallet, and we look forward to continuing to provide you with a reliable and rewarding experience.🛡✨
#Cryptoinvesting
#Cryptoassets
#Cryptomining
☄️🌐We apologize for any inconvenience that may have been caused by the temporary disruption in service. We are committed to providing a seamless and secure experience for all of our users and appreciate your understanding during this time.
We are excited to introduce the bonus plan worth $10M as a token of gratitude for your patience and support. Details of the plan will be shared soon, and payouts will be processed next week. 👍❗️
Thank you once again for your trust in Wallet, and we look forward to continuing to provide you with a reliable and rewarding experience.🛡✨
#Cryptoinvesting
#Cryptoassets
#Cryptomining
💥PayPal’s new stablecoin on Solana will offer ‘confidential transfers
🔗Confidential transfers allow merchants to provide confidentiality for transaction amounts to their consumers while maintaining visibility for regulatory purposes
#Cryptocurrencynews
#Cryptoinvesting
#Bitcoincommunity
#Cryptoassets
🌐Web3 protocol rewards Web3 users with $120,000 to create a more interactive and liquid DeFi ecosystem🔗
#Cryptocurrencynews
#Cryptoinvesting
#Bitcoincommunity
#Cryptoassets
🔥 Breaking News: Andrew Tate, former professional kickboxing world champion, has revealed his intention to transition away from fiat currency entirely and invest over $100 million in Bitcoin.💸This move signals Tate's strong belief in the future potential of Bitcoin as a superior store of value compared to traditional currencies.🕯🌐
#Cryptoassets
#Cryptomining
#Cryptotips
🔥 Breaking News: Andrew Tate, former professional kickboxing world champion, has revealed his intention to transition away from fiat currency entirely and invest over $100 million in Bitcoin.💸This move signals Tate's strong belief in the future potential of Bitcoin as a superior store of value compared to traditional currencies.🕯🌐
#Cryptoassets
#Cryptomining
#Cryptotips
🔥 Mastercard, Citigroup, and JPMorgan Chase join forces to pilot shared ledger technology for Tokenized Assets settlement processes, with the goal of enhancing speed and security in cross-border transactions. This collaboration could transform the financial sector by enabling diverse asset types to settle on a unified platform.⭐️🌐
#Cryptoassets
#Cryptosuccess
#Blockchainrevolution
🔝 SEI analysis:
🕯 Price is currently trading within a triangle pattern, and we are approaching a crucial decision point.
✨The breakout of this triangle pattern will determine the next market movement.
🔄A breakout in the upward direction will likely push the price towards the next resistance area.
✔️Consider opening a small long position at the support area with a tight stop loss.
Support Area: $0.497-$0.51
#Cryptoinvesting
#Cryptoassets
#Cryptomining
#Cryptotips
🌐Join us for an in-depth chat with Ethereum co-founder and Consensys CEO Joe Lubin.
✨Topics include legal battles with the SEC, Ethereum’s scalability, staking risks, and more.
#Cryptoinvesting
#Cryptoassets
#Cryptomining
#Cryptotips