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Tencent Open-Sources AngelSpec: A Unified Training Framework for MTP and Block-Parallel Speculative Decoding on Hy3 Models

Tencent has open-sourced AngelSpec, a torch-native framework for training speculative-decoding draft models across six architectures, introducing DFly—a block-diffusion drafter with hybrid target conditioning and a hidden-correction autoregressive head—and integrating D-cut for runtime-adaptive verification budgeting. On the HY3-295B-A21B model with TP=8, DFly-8 achieves a 1.98–2.40× speedup over autoregressive decoding across concurrency levels 4 to 64.

read1 min views1 publishedJul 30, 2026

Tencent has released AngelSpec, an open-source torch-native framework for training speculative-decoding draft models across six architectures. It introduces DFly, a block-diffusion drafter with hybrid target conditioning and a hidden-correction autoregressive head, and integrates D-cut for runtime-adaptive verification budgeting. On HY3-295B-A21B with TP=8, DFly-8 delivers a 1.98–2.40× speedup over autoregressive decoding across concurrency 4 to 64.

The post Tencent Open-Sources AngelSpec: A Unified Training Framework for MTP and Block-Parallel Speculative Decoding on Hy3 Models appeared first on MarkTechPost.

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