#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
#MANA/USDT analysis :
#MANA is currently in a correction phase. It is advisable to wait for the price to test the support zone before considering a long entry. With bullish momentum expected to continue, the price is likely to revisit previous highs.
TF : 1W
Entry : $0.4158
Target : $0.8556
SL : $0.3117
#MANA/USDT analysis :
#MANA is currently forming lower lows (LLs) and lower highs (LHs) while trading near the resistance zone. The price is expected to decline from this level and test previous lows. For a short entry, it is advisable to wait for a break below the $0.3370 level.
TF : 1D
Entry : $0.3370
Target : $0.2713
SL : $0.3752
#MANA is currently trading around $0.2843, testing a critical support zone ($0.25 - $0.28).This level previously acted as a strong demand zone in September 2024 before the major uptrend.🔥✅
Further,MANA is testing a critical support zone ($0.25 - $0.28). If buyers hold this level, we could see a bounce toward $0.35 - $0.38. However, a breakdown below $0.25 could lead to a further drop toward $0.20 - $0.22 .🔥✅😍👀✅🔥
#MANA has tested the SR zones and formed upside liquidity. It is forming a correction/HL till golden ratio and took small correction.🔥✅
Further, MANA have potential to go for 500% profit in ALT season .🔥✅😍👀✅🔥😳
💰#MANA has a rising wedge pattern on 6H Time frame,we expect another bullish leg from the Green zone,send it to the next level 🚀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️