DeepSeek Open-Sources Inference Framework DeepInfer for Ascend and NVIDIA

2 reports archived2 independent sourcesupdated 10/20/2026, 17:08:54

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DeepSeek has open-sourced its internal inference framework, DeepInfer, aiming to reduce computational costs by optimizing throughput and latency for large-scale model services. The framework integrates high-performance operators, speculative decoding, and SWA Bounded Replay, offering native compatibility with both NVIDIA and Huawei Ascend platforms. Additionally, the released deepseek-recipe component ensures that community deployments align perfectly with official API experiences.

LATEST/DeepSeek has open-sourced its internal inference framework, DeepInfer, aiming to reduce computational costs by optimizing throughput and latency for large-scale model services. The framework integrates high-performance operators, speculative decoding, and SWA Bounded Replay, offering native compatibility with both NVIDIA and Huawei Ascend platforms. Additionally, the released deepseek-recipe component ensures that community deployments align perfectly with official API experiences.

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Hacker News AIT2·Oct 20, 17:0888 pts
DeepSeek Open-Sources DeepInfer Inference Framework
- DeepInfer delivers production-grade high-performance offline inference capabilities
- Integrates custom kernels like FlashMLA/DeepGEMM with MoE EP+EPLB parallelism strategies
- Supports DSpark confidence-scheduled verification and deterministic sampling for stable outputs
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IT之家 · 智能时代T2·Oct 20, 17:0585 pts
DeepSeek Open-Sources Inference Framework DeepInfer for Ascend and NVIDIA
- DeepInfer integrates speculative decoding and SWA Bounded Replay for high-throughput, low-latency scenarios
- Supports both NVIDIA CUDA and Huawei Ascend NPUs for unified heterogeneous compute scheduling
- Includes open-source deepseek-recipe components to ensure private deployments match official API behavior
View Related Reports & Analysis Original Source

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DeepSeek Open-Sources DeepInfer Inference Framework

DeepSeek Open-Sources Inference Framework DeepInfer for Ascend and NVIDIA