#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
The US has quietly returned funding for the fight against HIV
A year after major cuts in international aid, the Donald Trump administration has returned almost all funding for HIV programs.
Currently, funding is only two percent below the 2024 level, the Daily Telegraph writes. In February, Donald Trump signed a bipartisan bill that allocates $5.88 billion for this purpose for one year. At the end of 2025, the United States also pledged to contribute about $4.6 billion to the Global Fund to Fight AIDS, Tuberculosis and Malaria.
#Health#AIDS
👂More on Trump's Ear ⚠️
Many noted strategic similarities between HIV/ #AIDS and #COVID, but now with #Monkeypox, the resemblance is uncanny.
Announced AIDS/Monkeypox of African origin.
Stated predominantly affecting queers.
Tests/treatment encouraged, guaranteeing said conditions.
Predictably spread to wider public.
"#HIV has never been isolated."
Unseen Channel 4 News report from 1998, suppressed due to flaws resembling those of the #COVID narrative, thus enabling the #AIDS psy-op to proceed.
https://www.bitchute.com/video/J4HUyN43AuMQ/