#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
🌍 Over 90% of the world’s plastic is not recycled, and much ends up in the oceans. Ocean plastic has been found in Arctic ice and inside some of the deepest-living sea creatures. ✨
#pollution⚡#environment⚡#oceans⚡#geography⚡#nature⚡#earth
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🌍 Russia’s Lake Karachay is so contaminated from past nuclear waste that standing on its shore for just an hour could be fatal—one of the most polluted lakes on the planet. ✨
#rivers⚡#lakes⚡#pollution⚡#geography⚡#nature⚡#earth
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🌍 Air pollution now causes more deaths worldwide than unsafe water or malaria, with tiny particles harming lungs and hearts. Even remote regions like the Himalayas register rising airborne pollutants. ✨
#pollution⚡#health⚡#climate⚡#geography⚡#nature⚡#earth
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🌍 The Great Pacific Garbage Patch is a floating area of plastic and debris in the Pacific Ocean, now estimated to be more than twice the size of Texas. It affects sea life far beyond its borders. ✨
#pollution⚡#ocean⚡#plastics⚡#geography⚡#nature⚡#earth
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🌍 The Great Pacific Garbage Patch, a swirling mass of plastic debris, now covers an area larger than Germany. Ocean currents trap millions of tons of waste here, creating a persistent global pollution hotspot. ✨
#pollution⚡#oceans⚡#plastics⚡#geography⚡#nature⚡#earth
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🌍 Light pollution from cities is so widespread that more than 80% of the world's population can no longer see the Milky Way at night, affecting wildlife and our connection to the night sky. ✨
#environment⚡#pollution⚡#light⚡#geography⚡#nature⚡#earth
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🌍 Tiny plastic particles, called microplastics, have been found in remote places like Arctic snow and deep-sea trenches, showing how far pollution can travel across the planet. ✨
#environment⚡#pollution⚡#microplastics⚡#geography⚡#nature⚡#earth
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🌍 Air pollution is now the world’s leading environmental health risk, causing more than 6 million early deaths yearly—fine particles from burning fuel can travel and harm people far from their source. ✨
#pollution⚡#health⚡#global⚡#geography⚡#nature⚡#earth
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https://t.me/kamissokosekou3
⚠️ Falémé : pollution alarmante, un fleuve vital en danger
Le fleuve Falémé, essentiel entre Mali, Sénégal et Guinée, est fortement menacé par la pollution liée à l’activité minière.
Présence de cyanure, raréfaction des poissons, risques sanitaires : la situation inquiète particulièrement dans la région de Kéniéba.
👉 Faut-il renforcer les contrôles miniers pour sauver la Falémé ? Réagissez et partagez.
NB: image d'illustration générée par IA.
#Mali#Environnement#Faleme#Pollution#Afrique#ecologie
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