Meta's 650M-param ESM-1v on Huawei Ascend delivers fast, zero-shot protein mutation prediction, Apache 2.0. However, peak performance requires Ascend hardware, limiting its scope to single-point mutations. Hard to see this as a production-ready solution beyond Ascend for complex variant analysis.
