ONNX GenAI
Collection
A collection of models that are able to be run using onnxruntime-genai and can be served through embeddedllm library.
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This repository hosts the optimized versions of meta-llama/Llama-2-13b-chat-hf to accelerate inference with ONNX Runtime for DirectML.
conda create -n onnx python=3.10
conda activate onnx
winget install -e --id GitHub.GitLFS
pip install huggingface-hub[cli]
huggingface-cli download EmbeddedLLM/llama-2-13b-chat-int4-onnx-directml --local-dir .\llama-2-13b-chat
pip install numpy==1.26.4
Invoke-WebRequest -Uri "https://raw.githubusercontent.com/microsoft/onnxruntime-genai/main/examples/python/phi3-qa.py" -OutFile "phi3-qa.py"
pip install onnxruntime-directml
pip install --pre onnxruntime-genai-directml
conda install conda-forge::vs2015_runtime
python phi3-qa.py -m .\llama-2-13b-chat
DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.