#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
We can use Short-Term Holder MVRV to monitor the unrealized profit or loss of new market participants. Comparing the STH cost-basis to the spot price reveals the pressure they face to sell at a loss or take profit.
#MVRV is already above the 1.0 Mark, which shows strong bullishness in the market and #MVRV tested the Moving Average as Resistance already, and more momentum yet to come if it crosses the 155D Moving Average with MVRV
By Crypto Australia
#MVRV started flipping bullish as #MVRV Ratio flipping above the 1Y MRVR Moving Average. Historically, we've seen this indicating some good mid-term and long-term trends successfully, so this could be another indication to us.
By Crypto Australia
🚀 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