The verification mechanism is critical to every decentralized network. Vulnerabilities in the mechanism will lead to the collapse of the entire network. In the decentralized GPU sharing network, the individual GPU holders contribute their spared computing power to the network in exchange for the profit, and the users pay to

Stable Diffusion and AIGC has become a groundbreaking tool that has transformed the landscape of various industries, offering unprecedented benefits and opportunities. Being an open source solution, the original Stable Diffusion models are freely accessible to the public. The open source toolkits around the models, such as the web user

Recently, Large Language Models (LLM), such as ChatGPT, have gained tremendous attention in academia and industry communities. Comparing to the previous GPT-2 and BERT models,  the results achieved by ChatGPT are truly impressive. The training of LLM demands large scale computational power and extensive data requirements. The training requires a

In the last article, we have given a sketch of the full picture of the next generation data trading infrastructure which is built using Privacy-Preserving Computation, Zero-Knowledge Proofs and the Blockchain: ZKP: the Last Piece in the Puzzle of Data TradingThe hunger for data arises as the development of the