llama-stack/llama_stack/providers/remote
Jash Gulabrai cc77f79f55
feat: Add NVIDIA Eval integration (#1890)
# What does this PR do?
This PR adds support for NVIDIA's NeMo Evaluator API to the Llama Stack
eval module. The integration enables users to evaluate models via the
Llama Stack interface.

## Test Plan
[Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.*]
1. Added unit tests and successfully ran from root of project:
`./scripts/unit-tests.sh tests/unit/providers/nvidia/test_eval.py`
```
tests/unit/providers/nvidia/test_eval.py::TestNVIDIAEvalImpl::test_job_cancel PASSED
tests/unit/providers/nvidia/test_eval.py::TestNVIDIAEvalImpl::test_job_result PASSED
tests/unit/providers/nvidia/test_eval.py::TestNVIDIAEvalImpl::test_job_status PASSED
tests/unit/providers/nvidia/test_eval.py::TestNVIDIAEvalImpl::test_register_benchmark PASSED
tests/unit/providers/nvidia/test_eval.py::TestNVIDIAEvalImpl::test_run_eval PASSED
```
2. Verified I could build the Llama Stack image: `LLAMA_STACK_DIR=$(pwd)
llama stack build --template nvidia --image-type venv`

Documentation added to
`llama_stack/providers/remote/eval/nvidia/README.md`

---------

Co-authored-by: Jash Gulabrai <jgulabrai@nvidia.com>
2025-04-24 17:12:42 -07:00
..
agents test: add unit test to ensure all config types are instantiable (#1601) 2025-03-12 22:29:58 -07:00
datasetio refactor: extract pagination logic into shared helper function (#1770) 2025-03-31 13:08:29 -07:00
eval feat: Add NVIDIA Eval integration (#1890) 2025-04-24 17:12:42 -07:00
inference fix: Added lazy initialization of the remote vLLM client to avoid issues with expired asyncio event loop (#1969) 2025-04-23 15:33:19 +02:00
post_training fix: Handle case when Customizer Job status is unknown (#1965) 2025-04-17 10:27:07 +02:00
safety docs: Add NVIDIA platform distro docs (#1971) 2025-04-17 05:54:30 -07:00
tool_runtime fix(api): don't return list for runtime tools (#1686) 2025-04-01 09:53:11 +02:00
vector_io chore: Updating Milvus Client calls to be non-blocking (#1830) 2025-03-28 22:14:07 -04:00
__init__.py impls -> inline, adapters -> remote (#381) 2024-11-06 14:54:05 -08:00