# What does this PR do?
- add local persistence for eval tasks
- follow https://github.com/meta-llama/llama-stack/pull/375
## Test Plan
1. fresh llama stack run
2. kill server
3. restart server: llama stack run
<img width="690" alt="image"
src="https://github.com/user-attachments/assets/3d76e477-b91a-43a6-86ea-8e3ef2d04ed3">
Using run.yaml
```yaml
eval_tasks:
- eval_task_id: meta-reference-mmlu
provider_id: meta-reference-0
dataset_id: mmlu
scoring_functions:
- basic::regex_parser_multiple_choice_answer
```
## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ ] Ran pre-commit to handle lint / formatting issues.
- [ ] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [ ] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.
# What does this PR do?
- `schema` should not a field w/ pydantic warnings
- change `schema` to `dataset_schema`
<img width="855" alt="image"
src="https://github.com/user-attachments/assets/47cb6bb9-4be0-46a5-8701-24d24e2eaabd">
## Test Plan
```
pytest -v -s -m meta_reference_eval_together_inference_huggingface_datasetio eval/test_eval.py
```
## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ ] Ran pre-commit to handle lint / formatting issues.
- [ ] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [ ] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.
This PR changes the way model id gets translated to the final model name
that gets passed through the provider.
Major changes include:
1) Providers are responsible for registering an object and as part of
the registration returning the object with the correct provider specific
name of the model provider_resource_id
2) To help with the common look ups different names a new ModelLookup
class is created.
Tested all inference providers including together, fireworks, vllm,
ollama, meta reference and bedrock
* migrate evals to resource
* remove listing of providers's evals
* change the order of params in register
* fix after rebase
* linter fix
---------
Co-authored-by: Dinesh Yeduguru <dineshyv@fb.com>
