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# CI | |
In addition to [Github Actions](https://github.com/ggerganov/llama.cpp/actions) `llama.cpp` uses a custom CI framework: | |
https://github.com/ggml-org/ci | |
It monitors the `master` branch for new commits and runs the | |
[ci/run.sh](https://github.com/ggerganov/llama.cpp/blob/master/ci/run.sh) script on dedicated cloud instances. This allows us | |
to execute heavier workloads compared to just using Github Actions. Also with time, the cloud instances will be scaled | |
to cover various hardware architectures, including GPU and Apple Silicon instances. | |
Collaborators can optionally trigger the CI run by adding the `ggml-ci` keyword to their commit message. | |
Only the branches of this repo are monitored for this keyword. | |
It is a good practice, before publishing changes to execute the full CI locally on your machine: | |
```bash | |
mkdir tmp | |
# CPU-only build | |
bash ./ci/run.sh ./tmp/results ./tmp/mnt | |
# with CUDA support | |
GG_BUILD_CUDA=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt | |
``` | |