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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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Eva Karene Bartlett

@EvaKarene_Bartlett · Post #29410 · 01/12/2026, 09:25 AM

🔴Documentation of Turkish terrorists participating in the attack on Kurds in #Aleppo A video clip shows the participation of Turkish terrorist Khalil Yavuz in the brutal assault on the Kurdish #SheikhMaqsoud neighborhood. In the footage, he is seen boasting about besieging the area and stating that civilians inside the #Kurdish neighborhood have no way out.

Eva Karene Bartlett

@EvaKarene_Bartlett · Post #29415 · 01/12/2026, 09:25 AM

🔴Arab and foreign terrorists, including an Egyptian national, took part in the brutal attack on Kurds in Aleppo #Aleppo: Egyptian terrorist Ahmed Mansour appeared in a video showing the throwing of the body of a #Kurdish female fighter. He is seen fully armed, indicating the participation of former al-Qaeda affiliates, both #Arab and foreign, in the assault on #Kurd areas. Ahmed Mansour, born in Alexandria, #Egypt, joined the Hazemoon Movement, founded by Salafi leader Hazem Salah Abu Ismail. After the overthrow of the Muslim Brotherhood’s rule in Egypt, he fled the country and later joined Jaish al-Fatah and Hayat Tahrir al-Sham (#HTS). He appeared yesterday taking part in the attack on Sheikh Maqsoud in Aleppo.