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DeepSeek open-sources DeepInfer, a large-scale inference framework

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Dongxi NLP reports that DeepSeek has open-sourced DeepInfer, a high-performance, large-scale inference framework, under the Apache-2.0 license. The quoted post lists supported features including optimized kernels, Attention DP and MoE EP parallelism, asynchronous scheduling, batch-invariant inference, deterministic sampling, and structured output. The repository is at

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DeepSeek 开源 DeepInfer

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Tianyi Cui@tianyi
DeepSeek just open sourced its high-performance, large-scale inference framework DeepInfer in Apache-2.0 license. https://github.com/deepseek-ai/DeepInfer Supported features: - Optimized kernels, model and sampler runtime - Parallelism: Attention DP / balanced CP, MoE EP + EPLB - DSpark and confidence-scheduled verification - SWA bounded replay - Asynchronous scheduling (zero-overhead batch scheduler) - Batch-invariant inference - Deterministic sampling - Structured output
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