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Source channel @githubtrending · Post #15263 · Nov 2

#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

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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1706 · 07/30/2025, 11:06 AM

🚀TON Tokens: Is the Memecoin Scene Waking Up? The TON ecosystem keeps growing. Alongside the memecoins themselves, new services appear that make it easier to track data and trade. Trading bots are still few, but the trend is up. 🔍@x1000 — a token aggregator and chat assistant The bot pulls key stats on any token and replies as soon as someone posts a contract address. It works in direct messages or group chats, auto-showing fresh info. We’ve already added @x1000 to our work chat — no need to dig through explorers; the bot does it for us. 👨‍💻What the developer plans next Stepan, the creator (link above), says the next updates will add: 🟠 detailed holder stats 🟠 info on dev teams 🟠 a honey-pot check (can you actually sell the token?) 🟠 a scanner for new coins by custom filters 🟠 a possible scam indicator 💻Try the bot now in the comments or via DM. Just send a contract address, for example: EQA2kCVNwVsil2EM2mB0SkXytxCqQjS4mttjDpnXmwG9T6bO #TON#Memecoin#CryptoTools#TelegramTrading#CryptoNews