#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
#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❄️