DeepSeek AI, founded in 2023 by Liang Wenfeng, is creating significant interest with its efficient architecture and advanced reasoning capabilities among large language models (LLMs). Designed for lower cost and energy consumption, its open-source nature and rapid development encourage collaboration. It supports multimodal learning, which expands its application to various input types, like images and audio. However, DeepSeek still grapples with common LLM issues, such as biases in training data and challenges with handling long or intricate conversations.
DeepSeek's innovative 'mixture of experts' architecture allows for specialized submodels, increasing efficiency and optimizing performance for various language tasks.
Its open-source framework encourages collaboration and customization, making advanced AI technologies accessible to a broader community.
Collection
[
|
...
]