#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
#OOKI/USDT analysis :
#OOKI is currently consolidating sideways within the support and resistance zones. The price has recently bounced back from the support zone and is likely to continue its momentum to test the resistance zone.
TF : 1D
Entry : $0.001291
Target : $0.001488
SL : $0.001176
#OOKI/USDT analysis :
#OOKI is currently trading in the resistance zone below the 200 EMA. It is currently showing rejection in the resistance zone. It is highly anticipated that the price will continue its downside momentum and test previous lows. It is advisable to wait for the price to break below the $0.00143 level as confirmation for an entry.
TF : 2H
Entry : $0.00143
Target : $0.00119
SL : $0.00158
#OOKI trying to break up the falling wedge pattern on 3D Time frame,we are waiting to see what will happen ⏳
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
Утро трейдеров омрачил делистинг
#главное
Binance давно не зарабатывал на ликвидациях, это не дело.
6 ноября на Binance остановят торговлю токенами #IDRT, #KP3R, #OOKI и #UNFI.
Уведомление об этом как обычно вышло внезапно и обрушило токены на десятки %, дав многим трейдерам и владельцам авто-торговых ботов крупные убытки, ликвидации и лишние комиссии.
Напоминаю, защититься от делистингов с биржи можно с помощью списка мониторинга:
- Спасаемся от делистингов: риск-список криптовалют
- Нет лучше защиты, чем размер депозита.
- Чем опасны централизованные биржи?
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#LOOM#BOND#OOKI#FTT#OSMO#QUICK
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