#python#deep_learning#inference#llm#nlp#pytorch#transformer
Nano-vLLM is a small, fast, and easy-to-understand tool for running large language models offline. It matches the speed of bigger systems like vLLM but uses only about 1,200 lines of clean Python code, making it simple to read and modify. It includes smart features like prefix caching and tensor parallelism to boost performance. You can install it easily and run models like Qwen3-0.6B on your own GPU. This tool is great if you want fast, efficient AI inference without complex setups, ideal for learning, research, or small deployments on limited hardware.
https://github.com/GeeeekExplorer/nano-vllm
#ALPHA/USDT analysis :
#ALPHA is currently in an uptrend, forming higher highs (HHs) and higher lows (HLs). The price has retraced to a support zone, and a bounce back is anticipated, with expectations to test previous highs.
TF : 1D
Entry : $0.0870
Target : $0.1340
SL : $0.0674
#ALPHA/USDT analysis :
#ALPHA is presently in a downtrend, trading below the 200 EMA. The price is establishing a pattern of lower lows and lower highs. Currently, it encounters resistance near the 200 EMA, indicating a possible continuation of its bearish trend and a retest of previous lows.
TF : 4h
Entry : $0.0558
Target : $0.0520
SL : $0.0584
Custom Signal: Combination of
👉 Double Bottom
👉 Bollinger Breakout
👉 Trend Line Breakout
We expect the price goes up after double bottom but we can’t trade by using only double bottom pattern. We look for another bullish moves like bollinger or trend line breakout.
What if double bottom, Trend Line Breakout and Bollinger Breakout occur for any asset and it’s price hasn’t risen yet
Bingo !!
#ALPHA did 15% in just 3 hours 👌
Just check the chart, let’s create custom signal