#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
🍿 Government Cheese: Apple TV+ Goes Full Surreal with This Wild Comedy
📆Premiere: April 16, 2025
🎭Genre: #Comedy · #Surreal
David Oyelowo (‘Selma’, ‘Nightingale’) leads Government Cheese, a wild, satirical take on the American Dream. Set in 1969, the show follows Hampton Chambers, a con man fresh out of prison who returns to his family with big dreams—only to find they’ve moved on without him. His grand plan? A bizarre invention, a pile of debt, and a “righteous path” full of chaos.
Think Fargo meets Wes Anderson, but with a fresh, Black-led perspective. Apple TV+ is leaning hard into quirky crime comedies, and this one, with Pharrell Williams on the soundtrack, feels like a bold, must-watch gamble 🎶🔥. Will it be a cult classic or just a wild experiment? We’ll find out soon.