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Yes, LlamaIndex allows you to use GPU for generating embeddings. Specifically, when using the
LlamaCPP
library with LlamaIndex, it is recommended to install the package so that it is compiled with GPU support for optimal performance.
Here are some general guidelines for GPU usage:
- Use
CuBLAS
if you have CUDA and an NVidia GPU - Use
METAL
if you are running on an M1/M2 MacBook - Use
CLBLAST
if you are running on an AMD/Intel GPU
You can follow the installation guide
here () to install
LlamaCPP
with GPU support.
Please note that the specific method to use GPU instead of CPU may vary depending on the specific embedding model or library you are using.
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