#python#llms#mlx
MLX LM is a Python tool that helps you run and fine-tune large language models (LLMs) efficiently on Apple Silicon Macs. It connects easily to thousands of models on Hugging Face, supports model quantization to save memory, and allows distributed training. You can generate text or chat with models via simple commands or Python code. It also offers features like prompt caching and memory optimization for handling long texts, making it faster and less resource-heavy. This means you can run powerful AI models locally on your Mac without needing expensive cloud services, saving cost and improving speed.
https://github.com/ml-explore/mlx-lm
🎉🎉 Celebrate with us the impressive metrics within 🔟 days of Beta Launch🚀📈:
- 30K active users from 50 countries
- 10.2K smart alert configs are set
- 1.5M interactive maps are visualized
🌐🔗 We're honoured to harness #AI and #Onchaindata to empower our users for success!
🎯There is still a chance to share our 🎁$2,000🎁 reward pool and win the Beta Access Code!!
🎮Jump in our Zealy quest board now! We are distributing the code every week to highly engaging members. 🍀👇
https://zealy.io/c/spotonchain/questboard
🚀 Bitcoin's Potential Bear-Market 'Iron Bottom' Predicted by Analyst
A CryptoQuant analyst has projected that Bitcoin might establish a bear-market 'iron bottom' within the $55,000–$60,000 range by the end of 2026. According to NS3.AI, this prediction is grounded in on-chain indicators, notably the MVRV Z-score, which has moderated but remains above negative levels.
#Bitcoin#Crypto#BearMarket#CryptoAnalysis#MVRV#OnChainData#CryptoPredictions#BTC
🚀 Satoshi Protocol Layer2 Settlement Network Launches with Upgrades
The Satoshi Protocol Layer2 settlement network officially launched on April 6, introducing enhancements in on-chain data statistics and computational capabilities. According to ChainCatcher, the Layer2 network now supports deep cumulative calculations on-chain, allowing for a more accurate reflection of team sizes and business data, thereby improving processing efficiency in complex scenarios.
In terms of governance, the protocol has transferred core permissions to a multi-signature contract and adopted a dual-track governance model, with developers and core community members each holding 50% of the decision-making power. The execution threshold is set at 65%, further enhancing decentralization.
This upgrade marks the protocol's transition towards community autonomy, providing a reference for technology and governance in the DeFi sector.
#SatoshiProtocol#Layer2#Blockchain#DeFi#Governance#Decentralization#OnChainData#NetworkLaunch#Crypto#MultiSignature#ProtocolUpgrade#CommunityAutonomy