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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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@producTICvidad · Post #1042 · 04/22/2023, 09:20 PM

Esto está muy poderoso... Eight dimensions of #DesignThinking capture important differences in how managers and designers perform their work and make decisions. 1️⃣ Design thinking has the potential to drive innovation and improve customer experiences in organizations. 2️⃣ To succeed, organizations must understand and adopt the principles of design thinking. 3️⃣ Developing the right culture and mindset is crucial for design thinking to be effective. 4️⃣Embracing collaboration, ambiguity, and iterative learning can help organizations leverage design thinking. 5️⃣ Openness to change and adaptability are essential for design thinking to deliver sustainable growth. https://sloanreview.mit.edu/article/can-design-thinking-succeed-in-your-organization/