DeepSeek has released DeepInfer, an open-source inference framework under the Apache 2.0 license. This framework is designed for large-scale inference and powers DeepSeek's production services, with the open-source version focusing on offline inference. It supports models like DeepSeek-V4.1-Flash and offers features such as optimized kernels, advanced parallelization techniques, and structured output capabilities. DeepInfer is targeted for NVIDIA GPUs and Huawei Ascend NPUs, requiring specific hardware and software configurations for compilation and operation. AI
IMPACT Provides a new open-source tool for deploying large-scale AI models, potentially improving efficiency and accessibility for developers.
RANK_REASON Release of an open-source inference framework by an AI lab.
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- Apache Software License 2.0
- CANN 9.2
- CUDA 13
- DeepGEMM
- DeepInfer: Open-Source Deep Learning Deployment Toolkit for Image-Guided Therapy
- DeepSeek
- deepseek-recipe
- FlashMLA
- GitHub
- Huawei Ascend 950
- Hugging Face
- Linux
- Nvidia
- Python 3.12+
- SGLang
- TensorRT-LLM
- TileLang
- vLLM
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