#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
#ICP/USDT analysis :
#ICP is currently developing a symmetrical triangle pattern on the higher time frame (HTF). A breakout above the resistance level of $10.230 is anticipated, which could signal the continuation of a bullish rally. For a confirmed entry, it is advisable to wait for the price to surpass this resistance level.
TF : 1W
Entry : $10.230
Target : $20.500
SL : $7.760
✅✅ 222% Profit on #ICP/USDT for our Premium Members on Binance Futures/Bybit/OKX & KuCoin
👁🗨Contact @primemod to enter the premium group & make daily gains on Futures/Bybit/OKX/Kucoin & Bitget market