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Tellez said Devotion spent much of last year in beta mode and has already amassed more than 10 clients and reached seven figures in revenue. Aside from emerging from stealth, the company also announced it raised $4 million in a round led by Basecase and Will Ventures.
。关于这个话题，搜狗输入法2026提供了深入分析
NVIDIA GPU 用 CUDA 和 TensorRT，Intel NPU 用 OpenVINO，高通 NPU 用 QNN SDK，AMD NPU 用自家驱动栈。模型存储格式也较为碎片化，有 CPU+GPU 推理的通用格式（GGUF，准确来说是 CPU 推理 + GPU 分层卸载），也有 GPU-only 的格式（EXL2）。
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