#foundation-models — 1sec.ai

Qwen-Robot Suite: A Foundation Model Suite for Physical World Intelligence

Researchers at Alibaba released Qwen-Robot Suite, a suite of foundation models for physical world intelligence. The suite targets applications in robotics and embodied AI. You can use it to build more capable robots. Qwen-Robot Suite includes models for perception, planning, and control.

Key takeaways

Qwen-Robot Suite targets robotics and embodied AI applications.
Includes models for perception, planning, and control.
Developed by Alibaba researchers.

HHacker News208 pts#embodied-ai #robotics #foundation-models

researchJun 12

Can foundation models label data like humans?

Researchers evaluated how well open-source foundation models can perform data labeling tasks traditionally done by humans. The study compared models like Llama-3, Mistral, and Gemma against human performance on several datasets. You can use these models to automate data labeling for certain tasks, potentially reducing costs and improving efficiency. The results show that while models have promise, they still trail human accuracy in many cases.

Key takeaways

Open-source models can automate some data labeling tasks.
Models still lag human accuracy in many cases.
Potential cost savings for specific tasks.

HHugging Face Blog#open-source #data-labeling #foundation-models