Create DeepSeek-R1-Tutorial.md #1215
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Co-authored-by: Copilot <[email protected]>
Co-authored-by: Copilot <[email protected]>
Co-authored-by: Copilot <[email protected]>
MaanavD
previously approved these changes
Feb 1, 2025
Co-authored-by: kunal-vaishnavi <[email protected]>
Co-authored-by: kunal-vaishnavi <[email protected]>
Co-authored-by: kunal-vaishnavi <[email protected]>
| ## 1. Pre-Requisites: Make a virtual environment and install ONNX Runtime GenAI | ||
| ```bash | ||
| # Installing onnxruntime-genai, olive, and dependencies for CPU | ||
| python -m venv .venv && source .venv/bin/activate |
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Can we show instructions for a virtual environment using conda so that a Python version can be specified? The GenAI package is only available for Python 3.10, 3.11, and 3.12 currently.
| ```bash | ||
| #GPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly | ||
| curl -o https://raw.githubusercontent.com/microsoft/onnxruntime-genai/refs/heads/main/examples/python/model-chat.py | ||
| python model-chat.py -m deepseek-r1-distill-qwen-1.5B/model -e cpu --chat_template "<|begin▁of▁sentence|><|User|>{input}<|Assistant|>" |
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| python model-chat.py -m deepseek-r1-distill-qwen-1.5B/model -e cpu --chat_template "<|begin▁of▁sentence|><|User|>{input}<|Assistant|>" | |
| python model-chat.py -m deepseek-r1-distill-qwen-1.5B/model -e cuda --chat_template "<|begin▁of▁sentence|><|User|>{input}<|Assistant|>" |
| ``` | ||
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| ```bash | ||
| #GPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly |
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| #GPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly | |
| # GPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly |
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| ## 3. Play with your model on device! | ||
| ```bash | ||
| #CPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly |
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| #CPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly | |
| # CPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly |
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Tutorial for Deepseek run