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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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TONlines – News

@tonlines · Post #6771 · 04/15/2025, 09:09 AM

⚡️TON Contests: Tact Smart Contract Challenge with $20,000 Prize #TON#Tact TON Contests announced the Tact Smart Contract Challenge, organized by TON Studio and Codeforces, offering a $20,000 Toncoin prize pool. Participants will tackle various voting system tasks with rewards including Soulbound Tokens and job interview opportunities at TON Studio. Source: link @tonlines

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TONlines – News

@tonlines · Post #6886 · 04/21/2025, 05:52 PM

TON Contests: Surge in Tact VS Code Extension Downloads #Tact#VSCode The first day of the Tact Smart Battle on the TON Contests channel saw a significant increase in downloads of the Tact VS Code Extension. The community is eagerly awaiting further developments before the weekend. Source: link @tonlines

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TONlines – News

@tonlines · Post #6869 · 04/21/2025, 07:43 AM

⚡️TON Contests: Tact Smart Battle Begins in One Hour #TON#Tact#Codeforces TON Contests is launching the Tact Smart Battle in just one hour. Participants will tackle five advanced challenges in Tact, with $20,000 in prizes, Soulbound Tokens, and potential job opportunities at TON Studio. The contest is organized in collaboration with Codeforces. Source: link @tonlines

TONlines – News

@tonlines · Post #6768 · 04/14/2025, 08:19 PM

The Daily TON: Tolk and Tact Language Evolution #TON#Tolk#Tact The Daily TON discusses the latest updates to the Tolk programming language for TON, highlighting its move towards faster and easier development by introducing auto-serialization, echoing similar advancements in Tact. These changes aim to attract more developers to TON by reducing development complexities and gas fees. Source: link @tonlines