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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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Journey to Fluency

@fluencyinenglish · Post #6417 · 09/07/2018, 11:12 AM

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#adverbs #intensifying @ieltsstrategies ♠️استفاده از highly به جاي very قبل از اين صفات ميتوانيد از قيد highly استفاده كنيد به معني خيلي. Likey- unlikely- unusual- successful- competitive- profitable- effective- controversial- recommended. EXAMPLE: 🔷 it is highly unlikely that I'll finish my work on time. 🔷 Jill's highly unusual behaviour began to worry her parents. استفاده از absolutely و utterly به جاي very قبل از اين صفات ميتوانيد از قيد absolutely و utterly استفاده كنيد. Ridiculous- stupid- impossible- wrong- alone- convinced- devastated- miserable EXAMPLE: 🔷 It was an absolutely stupid comment to make. 🔷 The whole area was utterly devastated after the earthquake. @fluencyinenglish

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