llama-stack/llama_stack/providers/inline
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
..
agents refactor(test): introduce --stack-config and simplify options (#1404) 2025-03-05 17:02:02 -08:00
datasetio build: format codebase imports using ruff linter (#1028) 2025-02-13 10:06:21 -08:00
eval chore: rename task_config to benchmark_config (#1397) 2025-03-04 12:44:04 -08:00
inference refactor: move generation.py to llama3 2025-03-03 13:50:19 -08:00
ios/inference chore: removed executorch submodule (#1265) 2025-02-25 21:57:21 -08:00
post_training fix: replace eval with json decoding for format_adapter (#1328) 2025-02-28 11:25:23 -08:00
safety chore: move all Llama Stack types from llama-models to llama-stack (#1098) 2025-02-14 09:10:59 -08:00
scoring test: revamp eval related integration tests (#1433) 2025-03-06 10:51:35 -08:00
telemetry feat: record token usage for inference API (#1300) 2025-03-05 12:41:45 -08:00
tool_runtime chore: remove dependency on llama_models completely (#1344) 2025-03-01 12:48:08 -08:00
vector_io refactor(test): unify vector_io tests and make them configurable (#1398) 2025-03-04 13:37:45 -08:00
__init__.py impls -> inline, adapters -> remote (#381) 2024-11-06 14:54:05 -08:00