fix: update the open benchmark eval doc (#1497)

## What does this PR do?
add proper links to the doc

## test
preview the doc 

<img width="1304" alt="Screenshot 2025-03-07 at 3 03 22 PM"
src="https://github.com/user-attachments/assets/0a0e2a3d-2420-4af0-99c3-a4786855fae0"
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<img width="1303" alt="Screenshot 2025-03-07 at 3 03 32 PM"
src="https://github.com/user-attachments/assets/e11844e7-ee8a-4a64-8617-abafa02b2868"
/>
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Botao Chen 2025-03-07 15:05:27 -08:00 committed by GitHub
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@ -37,7 +37,7 @@ The list of open-benchmarks we currently support:
- [MMMU](https://arxiv.org/abs/2311.16502) (A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI)]: Benchmark designed to evaluate multimodal models.
You can follow this contributing guidance to add more open-benchmarks to Llama Stack
You can follow this [contributing guide](https://llama-stack.readthedocs.io/en/latest/references/evals_reference/index.html#open-benchmark-contributing-guide) to add more open-benchmarks to Llama Stack
### Run evaluation on open-benchmarks via CLI