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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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DNAmeter

@DNAMeter · Post #1922 · 05/20/2025, 09:50 AM

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Possible Y-DNA paternal lineage of Genghis Khan 🇲🇳 Scholars suggest haplogroups C3*, Q, R1b, and C2 for his paternal line. Dayan Khan’s descendants show C2c1a1a1-M407, a distinct Mongol C2 subclade, while common C2b1a3a1c2-F5481 in Kazakhs and Hazaras comes from ordinary soldiers. Jochi’s line links to C2b1a1b1-F1756; Derenko suggests C-F4002; a 2016 study points to R-M343 (R1b). Conflicting data leave his true Y-DNA unknown. تبار پدری Y-DNA احتمالی چنگیز خان 🇲🇳 دانشمندان برای خط پدری او هاپلوگروپ‌های C3*، Q، R1b و C2 را پیشنهاد کرده‌اند. نوادگان دایان خان زیرشاخه C2c1a1a1-M407 را نشان می‌دهند—یک شاخه منحصربه‌فرد از C2 مغولی—در حالی که C2b1a3a1c2-F5481 رایج در قزاق‌ها و هزاره‌ها ناشی از سربازان عادی است. نسل جُچی به C2b1a1b1-F1756 مرتبط است؛ درنکو C-F4002 را مطرح می‌کند؛ و مطالعه‌ای در ۲۰۱۶ به R-M343 (R1b) اشاره دارد. این تناقض‌ها تبار Y واقعی چنگیز خان را همچنان نامشخص نگه می‌دارد. #ancestry Oymaqat | اویماقات

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Interesting Planet 🌍

@interesting_planet_facts · Post #480 · 08/01/2025, 04:22 PM

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🌎 The pikaia, a tiny worm-like creature from 500 million years ago, may be one of our earliest known ancestors. Its flexible, cord-like structure helped pave the way for the backbone found in all vertebrates today. ✨ #evolution⚡#paleontology⚡#ancestry 👉subscribe Interesting Planet

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40667 · 02/18/2026, 07:04 AM

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The “Identical Ancestors Point” is estimated to be about 5,000–15,000 years ago. For Europeans, it may be around 1000 A.D. Some religions teach that all humans share common ancestors from a few thousand years ago, which is similar to these estimates. Simplified: Before this point, all living people share the same ancestors, but inherit different amounts of DNA. 🧬🌍 [Read more] #humanhistory#genetics#sciencefacts#ancestry#history@googlefactss

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