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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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@bookslibraryofficial · Post #1534 · 03/09/2026, 04:01 PM

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📖Title : The Frozen River ✍️Author : Ariel Lawhon ⭐️Rating : 4.38/5 (Goodreads) 📆Published : Dec 05, 2023 ———————————————— Summary:The Frozen River by Ariel Lawhon is a historical mystery set in 1789 Maine. Midwife and healer Martha Ballard is called to examine the body of a man found trapped in the frozen Kennebec River. While authorities quickly declare the death an accident, Martha suspects something far darker. As she records events in her diary and follows the clues, she uncovers a web of violence, secrets, and injustice involving powerful members of the community. Determined to seek the truth despite threats and social pressures, Martha risks her reputation and safety while fighting for justice in a society where women’s voices are often ignored. ———————————————— #fiction#mystery#audiobook#historical#thriller#ariellawhon#thefrozenriver@Bookslibraryofficial

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