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Source channel @githubtrending · Post #15432 · Jan 23

#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy. https://github.com/lyogavin/airllm

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Interesting Planet 🌍

@interesting_planet_facts · Post #927 · 10/17/2025, 10:11 PM

🌎 Hidden off the Pacific coast of California, the Point Dume Submarine Canyon plunges over 800 meters deep just a short distance from shore. Scientists have discovered mysterious methane seeps and rare deep-sea corals within the canyon. These underwater features support unique ecosystems not found anywhere else nearby. ✨ #ocean⚡#canyon⚡#ecosystems 👉subscribe Interesting Planet 👉more Channels ​

Interesting Planet 🌍

@interesting_planet_facts · Post #777 · 09/18/2025, 08:22 PM

🌎 In Serbia’s Vratna Canyon, stone arches called natural bridges tower up to 30 meters high. These rare formations result from rivers slowly eroding the limestone over millennia, leaving behind immense rock spans. Only three such natural bridges exist in the canyon, making it one of Europe’s most unusual geological sites. ✨ #geology⚡#Serbia⚡#canyon 👉subscribe Interesting Planet ​

🌄🌿Blyde River Canyon — a 26 km (16 mi) natural wonder in Mpumalanga Province, northeastern South Africa. It is one of the largest canyons in the world, but unlike the Grand Canyon in the USA, it is covered with lush subtropical vegetation, earning it the name “Green Canyon”. 🌱💚 🏞 The canyon is part of the Blyde River Canyon Nature Reserve. 🌅 In local languages, Mpumalanga means The Place Where the Sun Rises. 🤝 In 2022, the Sverdlovsk Region and Mpumalanga signed a cooperation agreement. 📸 Photos: istockphoto.com #Nature#Tourism#SouthAfrica#Travel#Canyon#BlydeRiverCanyon#Mpumalanga#Africa#Sverdlovsk

🗺 Travel the World | Private Expeditions

@expeditionsworldwide · Post #488 · 07/03/2023, 01:03 PM

🫶 Dear subscribers! We delighted that you're following our channel! On our channel, you'll find everything about travel! By using hashtags, you can easily find the content that interests you. CHANNEL CONTENT: 📹#videoclips 🧭#expedition 🏔️#hiking 🤿#diving 🧨#unusualplaces ⛩#bridges 🏔#mountains ⌛️#facts ✈️#airplanecemeteries 🗻#hills 🏜#discoveries 🏖#beaches 🈴#China 🕌#India 💒#temples 🏤#architecturalmasterpieces 🚆#journeys 🏜#vacations 🎇#UNESCO ⛰#cliffs 🌋#canyon 🌊#lakes 🏢#skyscrapers ⛲️#waterfalls ⛴#dam 🏕#inaccessibleplaces 🌋#volcano 🚀#traveladvice 🌊#sea 🌲#forest 🏝#island 🌅#desert 🌫#ponds ⛰#cave ⭐️#travelhacks ⛺️#nationalpark Thank you for being a part of our travel community! Happy exploring! 🪐Discover upcoming expeditions — https://4elementos.shop