#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
🌎 Prairie dogs use a complex series of high-pitched calls to warn their colony about predators. These rodents can describe an intruder’s size, color, and speed in their alarm calls. Researchers have identified over 100 different warning sounds in a single colony. ✨
#animalbehavior⚡#communication⚡#rodents
👉subscribe Interesting Planet
👉more Channels
🌎 The tuco-tuco, a South American rodent, lives almost its entire life underground. It digs vast tunnel networks with specialized teeth, rarely surfacing except to gather food. Its burrowing helps aerate soil, making tuco-tucos quiet but essential ecosystem engineers. ✨
#rodents⚡#ecosystems⚡#burrowing
👉subscribe Interesting Planet
🐾 Capybaras are the world's largest rodents — social, semi-aquatic animals that live in groups in South America. They're so calm that other animals often sit on them, and they can even sleep underwater! 🌊
[Learn more]
@googlefactss#Capybara#AnimalFacts#Nature#Rodents#Wildlife