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Source channel @githubtrending · Post #15432 · Jan 23

#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy. https://github.com/lyogavin/airllm

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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #955 · 10/29/2024, 07:39 AM

🎉Catizen x Zircuit Launchpool is Live We're excited to announced launch Zircuit (ZRC) as the inaugural project on the Catizen Launchpool!🎆🪙 How to Earn ZRC? 💰 Stake CATI and Cats to Earn ZRC: Zircuit is an AI-secured, Zero-Knowledge Layer 2 solution, fully #EVM-compatible, and supported by #BinanceLabs, #Pantera, #DragonflyCapital, among others. With $1.8B in TVL and a new liquidity hub, early adopters are in for a rewarding journey! Launchpool Details: • Period: 2024-10-28 00:00 (UTC) to 2024-11-04 00:00 (UTC) • Token Name: $ZRC • Total Supply: 10,000,000,000 ZRC • Token Rewards: ≈$1,500,000 in ZRC • Launchpool Allocation: 8,333,333 ZRC Pool Information 🪙CATI Pool: • Reward Proportion: 85% • Reward Amount: $1,275,000 in ZRC • Stake Range: 1 to 2000 CATI • Settlement: Every hour based on staked CATI share 😺Cat Pool: • Reward Proportion: 15% • Reward Amount: $225,000 in ZRC • Eligibility: Cats above level 300 only • Settlement: Hourly, with levels converted to USD for calculations 🐾Don’t miss out on this incredible chance to grow your rewards with Zircuit! This is just the beginning of their ambitious plan to enhance CATI token value✨ #TON#CATI#Pool#Zircuit