#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
#SFP/USDT analysis :
#SFP has broken down and retested the previous support zone, which is now acting as resistance. The price is expected to retest this zone and continue to decline further, potentially testing lower levels.
TF : 2H
Entry : $0.6775
Target : $0.6232
SL : $0.7041
#SFP/USDT analysis :
#SFP is in a downtrend, consistently making lower lows (LLs) and lower highs (LHs) below the 200 EMA. The price is currently facing rejection at the 200 EMA and is expected to decline further, potentially testing lower levels.
TF : 4H
Entry : $0.7145
Target : $0.6718
SL : $0.7409
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🔐#SFP has a bullish channel on 12H Time frame, we expect a good pump until the ceiling of this pattern if price saved the bottom..👀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️