#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
Not all carbon is the same - some heats the planet, others help #cool it.
1/. Black Carbon – Soot from incomplete combustion; strong warming effect
2/. Brown Carbon – Biomass smoke aerosols; absorbs sunlight
3/. Blue Carbon – Stored in coastal & marine ecosystems
4/. Green Carbon – Stored in forests, soils, and vegetation
5/. Red Carbon – Biological matter on snow & ice; accelerates melting
6/. Grey Carbon – Fossil fuel–based industrial emissions
🏆Bot of the Day🏆
@NoSpoilersBot
Simple bot that hides spoilers until you click a button!
i.e Use Inline with @NoSpoilersBotHold the door!
#Spoilers#Alert#Cool
🔥 Facebook Mega Packs 🔥
https://telegram.me/addstickers/Fbmegapack01_By_Osmer
https://telegram.me/addstickers/Fbmegapack02_By_Osmer
#Facebook#Cartoon#Cool#Fun#OsmerOmar
🏆 Thanks a lot to Osmer, he make all this Cool Stickers possible! Join his channel as well guys! @osmeromarhn