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https://github.com/meta-llama/llama-stack.git
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abfbaf3c1b
All of the tests from `llama_stack/providers/tests/` are now moved to `tests/integration`. I converted the `tools`, `scoring` and `datasetio` tests to use API. However, `eval` and `post_training` proved to be a bit challenging to leaving those. I think `post_training` should be relatively straightforward also. As part of this, I noticed that `wolfram_alpha` tool wasn't added to some of our commonly used distros so I added it. I am going to remove a lot of code duplication from distros next so while this looks like a one-off right now, it will go away and be there uniformly for all distros. |
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| .. | ||
| agents | ||
| datasetio | ||
| eval | ||
| fixtures | ||
| inference | ||
| post_training | ||
| safety | ||
| scoring | ||
| test_cases | ||
| tool_runtime | ||
| vector_io | ||
| __init__.py | ||
| conftest.py | ||
| metadata.py | ||
| README.md | ||
| report.py | ||
Llama Stack Integration Tests
You can run llama stack integration tests on either a Llama Stack Library or a Llama Stack endpoint.
To test on a Llama Stack library with certain configuration, run
LLAMA_STACK_CONFIG=./llama_stack/templates/cerebras/run.yaml pytest -s -v tests/api/inference/
or just the template name
LLAMA_STACK_CONFIG=together pytest -s -v tests/api/inference/
To test on a Llama Stack endpoint, run
LLAMA_STACK_BASE_URL=http://localhost:8089 pytest -s -v tests/api/inference
Report Generation
To generate a report, run with --report option
LLAMA_STACK_CONFIG=together pytest -s -v report.md tests/api/ --report
Common options
Depending on the API, there are custom options enabled
- For tests in
inference/andagents/, we support--inference-model(to be used in text inference tests) and--vision-inference-model` (only used in image inference tests) overrides - For tests in
vector_io/, we support--embedding-modeloverride - For tests in
safety/, we support--safety-shieldoverride - The param can be
--reportor--report <path>If path is not provided, we do a best effort to infer based on the config / template name. For url endpoints, path is required.