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eLearning - FREE eLearning - Paid AI Certifications 5G Certifications University Programs Corporate TrainingRunning a DeepSeek Model
Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries. Qualcomm Academy is a program of Qualcomm Technologies, Inc. and/or its subsidiaries.
In this workshop, you will learn how to run DeepSeek LLM locally on Snapdragon(R) X Elite using ONNX Runtime and Qualcomm Hexagon NPU for blazing-fast AI performance.
Running DeepSeek Model on Qualcomm Hexagon Processor
In this build-along style workshop, you will gain a step-by-step tutorial covering the following topics:
- Setting up Windows on Snapdragon Python environment
- Installing ONNX Runtime with Hexagon execution provider
- Deploying DeepSeek R1 (7B) model with tokenizer
- Optimizing inference with burst mode, low power mode, and caching
- Implementing greedy sampling, temperature, top-k, and repetition penalty
- Running chatbot in Jupyter Notebook and command-line app
- Boosting data privacy, security, and efficiency by owning your LLM and running it on-device