Tencent Mix Yuan Releases Hyra 2.0, Upgrading Research Framework and Tools

By: mp.weixin.qq.com|11/02/2026 10:22:04

Tencent Mix Yuan has launched the automated research framework Hyra 2.0, which allows agents to develop and upgrade reusable scientific models and tools. In Hyra 2.0, the protein inverse folding model HyInv has only 1.96 million parameters and generates results 57 times faster than ProteinMPNN. The quantum error correction tool HyQEC constructs quantum codes of 488,123,22, achieving an encoding efficiency approximately 48% higher than the previous top score in the qLDPC Challenge. The mathematical proof workflow HyProver has completed proofs for problems such as the conjecture of the circle action by Shing-Tung Yau, verified by mathematicians. Hyra 2.0 also improves the score of the Xiangshan RISC-V processor by 5.79% per GHz. This framework participates in the development of the next-generation Hy models, with related results to be made public on GitHub.

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