Table: Inference hardware requirements (units = total memory: RAM + VRAM, or unified memory)
2025年，深圳华强控股股东华强集团密集发行三期可交换债券。当年8月发行“25华强E1”规模7亿元；9月发行“25华强E2”规模17亿元；12月发行“25华强E3”规模13亿元。三期融资总额37亿元，票面利率均为0.01%。
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Monitoring indicators normalized, and error messages ceased. Filesystem utilization stabilized around 50%, occasionally reaching 60-65% during large file downloads. The system was operational.