Termsslug: decoding-throughput

Decoding Throughput

解码吞吐

Tokens generated per second during autoregressive decoding, a core metric for inference serving and on-device generation fluency

Curated Intelligence

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量子位 (微信公众号)T2·Models
78 pts
Alibaba's MNN Team Open-Sources 0.3B On-Device Model Hitting 350 Tokens/s

Alibaba's MNN team released MNN-Pocket-0.3B, an open-source ~0.3B-parameter model co-designed with its vocabulary, training data, post-training, quantization and inference engine for native on-device use. The team claims 350 tokens/s offline decoding on iPhone 18 Pro with peak memory under 300MB, targeting 8B-class task quality in business scenarios.