#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
#PAWS Solana OG Allocation
If you have an active Solana wallet, check if you’ve received an airdrop or not.
Here's the full list of the 13 projects in the Solana OG Allocation:
Memecoins:
DogWifHat ($WIF) -
Bonk ($BONK)
Pudgy Penguins ($PENGU)
STONKS ($STNK)
GigaChad ($GIGA)
Eliza ($Ai16z)
DeFi:
Magic Eden ($ME)
Phantom Wallet
Jupiter ($JUP)
Raydium ($RAY)
Solana Phone
Jito ($JTO)
Mad Lads by Backpack
Paws Airdrop Checker: https://paws.community/app/solana-og
#PAWS
The airdrop criteria have appeared on the PAWS website !!
➡Open the PAWS app
➡Tap "Check Eligibility"
➡See if you qualify for the airdrop!
Are you Eligible?
🗿 Yes
😢 No
New Task added in @Paws
Get 5000 Paws by completing this task
👉
Big #PAWS Sighted In These Area! 🐶
New task just dropped.
Put 🐾 in your name and stay on marked trails!
👉 PLAY PAWS : CLICK
#Paws Bot is Verified !!
Just a few days ago, the @PAWS bot launched and within less then 3 days it reached a massive milestone of 10 million users! 🤯 And now, it's officially verified by Telegram! 🎉
👉PLAY : @PAWS
💎PAWS ONE LAST RIDE 💎
The final mandatory check is live!
Only those who finish it will stay in.
Go to PAWS Web & check it off.
P.S. Special roles for holding 10+ Vouchers are now available in PAWS Discord!🐾
#PAWS HIGHER 🐶
💎PAWS ONE LAST RIDE 💎
The final mandatory check is live!
Only those who finish it will stay in.
Go to PAWS Web & check it off.
P.S. Special roles for holding 10+ Vouchers are now available in PAWS Discord!🐾
#PAWS HIGHER 🐶
🔤🔤🔤🔤
Do you like detective stories and puzzles?
Let us analyze the picture and say what can you see and predict for the upcoming listing and TGE?
#Paws
#paws
🐾PAWS 18,000,000 million participants
🔥The project is gaining momentum, the next trail according to the hint in the video is the X Empire project, they should still drop coins for it💎
💵Easy money 10-50$, without doing anything
@PAWS
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🤘Blums code
🗣#PAWS – Upcoming Airdrop for Solana DeFi Users
PAWS has announced an upcoming airdrop, rewarding everyone who has used DeFi on Solana!
🔗Post
💡 What to Expect:
🟠 Rewards for Jupiter swaps
🟠 Perks for NFT purchases on Magic Eden
🟠 Bonuses for using Phantom Wallet
⏳ Now is the time to prepare your accounts for the drop!
☝️ Start trading on Bybit
Crypto Drop Club 👉 SUBSCRIBE