llama-stack-mirror/llama_stack
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
..
apis feat(agents): add agent naming functionality (#1922) 2025-04-17 07:02:47 -07:00
cli feat: include run.yaml in the container image (#2005) 2025-04-24 11:29:53 +02:00
distribution fix: Additional streaming error handling (#2007) 2025-04-24 17:01:45 -07:00
models fix: OAI compat endpoint for meta reference inference provider (#1962) 2025-04-17 11:16:04 -07:00
providers feat: Add NVIDIA Eval integration (#1890) 2025-04-24 17:12:42 -07:00
strong_typing chore: more mypy checks (ollama, vllm, ...) (#1777) 2025-04-01 17:12:39 +02:00
templates feat: Add NVIDIA Eval integration (#1890) 2025-04-24 17:12:42 -07:00
__init__.py export LibraryClient 2024-12-13 12:08:00 -08:00
env.py refactor(test): move tools, evals, datasetio, scoring and post training tests (#1401) 2025-03-04 14:53:47 -08:00
log.py chore: Remove style tags from log formatter (#1808) 2025-03-27 10:18:21 -04:00
schema_utils.py fix: dont check protocol compliance for experimental methods 2025-04-12 16:26:32 -07:00