llama-stack/llama_stack/providers/utils
Xi Yan bcb13c492f
test: revamp eval related integration tests (#1433)
# What does this PR do?
- revamp and clean up datasets/scoring/eval integration tests
- closes https://github.com/meta-llama/llama-stack/issues/1396

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan
**dataset**
```
LLAMA_STACK_BASE_URL=http://localhost:8321 pytest -v tests/integration/datasetio/
```
<img width="842" alt="image"
src="https://github.com/user-attachments/assets/88fc2b6a-b496-47bf-bc0c-8fea48ba36ff"
/>

**scoring**
```
LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/scoring --text-model meta-llama/Llama-3.1-8B-Instruct --judge-model meta-llama/Llama-3.1-8B-Instruct
```
<img width="851" alt="image"
src="https://github.com/user-attachments/assets/50f46415-b44c-4c37-a6c3-076f2767adb3"
/>


**eval**
```
LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/eval --text-model meta-llama/Llama-3.1-8B-Instruct --judge-model meta-llama/Llama-3.1-8B-Instruct
```
<img width="841" alt="image"
src="https://github.com/user-attachments/assets/8eb1c65c-3b39-4d66-8ff4-f471ca783e49"
/>


[//]: # (## Documentation)
2025-03-06 10:51:35 -08:00
..
bedrock Fix precommit check after moving to ruff (#927) 2025-02-02 06:46:45 -08:00
common build: format codebase imports using ruff linter (#1028) 2025-02-13 10:06:21 -08:00
datasetio build: format codebase imports using ruff linter (#1028) 2025-02-13 10:06:21 -08:00
inference feat: better using get_default_tool_prompt_format (#1360) 2025-03-03 14:50:06 -08:00
kvstore refactor(test): unify vector_io tests and make them configurable (#1398) 2025-03-04 13:37:45 -08:00
memory chore: remove dependency on llama_models completely (#1344) 2025-03-01 12:48:08 -08:00
scoring test: revamp eval related integration tests (#1433) 2025-03-06 10:51:35 -08:00
telemetry fix: Agent telemetry inputs/outputs should be structured (#1302) 2025-02-27 23:06:37 -08:00
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00