#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
Facades for the OPPO Super Flagship Store.
Bamboo inspired the facade design for the OPPO Super Flagship Store in the city of Guangzhou.
An important source of food, clothing, housing, and transportation for people in Guangzhou in ancient times, the design adds a contemporary twist to the vernacular architecture of the city.
Photos: CreatAR images
Architecture: UnStudio
#unstudio#benvanberkel#materialmonth#architecture#facadedesign#arch_shovel
Do you know how many silver spheres are on the facade of the Hanjie Wanda Square in Wuhan, China?
42,333.
While they all may look identical, their specific positions involving each other recreate the effect of movement and reflection in water or the sensuous folds of silk fabric.
Photos: Edmon Leong / UNStudio
#unstudio#facades#facadedesign#architecture#retaildesign#lightingdesign#arch_shovel
Can you guess what inspired Unstudio architecture’s design for the facade elements of the Shenzhen Maritime Museum?
Comment your answer below!
#unstudio#ceramicdesign#facadedesign#worldmuseums#museumsoftheworld#museumdesign#architecture#architecturaldesign#arch_shovel
Flexibility has become more important to people today than sheer size.
With the design for Van B UnStudio introduce new ways to make the footprint of an apartment more flexible — challenging old conventions of square footage and fixed footprints.
The architectural strategy was to devise as many different ways as possible to reconfigure an apartment. To achieve this, architects designed a ‘plugin-based’ system that allows homeowners to use the space in a 40m2 apartment almost as if it were a 60m2 loft.
This allows you to easily change the use of the same floor space in a matter of seconds, making it possible to transform a room from a generous office into a cozy living room, or a bedroom.
Renders: Bauwerk / bloomimages
#unstudio#housing#modularhousing#modularity#flexibility#inclusivedesign#germandesgin#sustainability#greenarchitecture#arch_shovel