Fix broken links in blog (#2318)

## Describe your changes
Fix broken links in blog
## Checklist before requesting a review
- [ ] Add unit tests for this change.
- [ ] Make sure all tests can pass.
- [ ] Update documents if necessary.
- [ ] Lint and apply fixes to your code by running `lintrunner -a`
- [ ] Is this a user-facing change? If yes, give a description of this
change to be included in the release notes.

## (Optional) Issue link

Author: xiaoyu-work

docs/source/blogs/sd-lora.md

@@ -90,7 +90,7 @@ Use any image dataset from the HuggingFace Hub. Specify `--data_name` with optio
 
 ## Command Reference
 
-For the complete list of CLI options, see the [Diffusion LoRA CLI Reference](../../reference/cli.rst#diffusion-lora).
+For the complete list of CLI options, see the [Diffusion LoRA CLI Reference](https://microsoft.github.io/Olive/reference/cli.html#diffusion-lora).
 
 ```bash
 olive diffusion-lora --help
@@ -225,7 +225,7 @@ Olive supports automatic data preprocessing including image filtering, auto-capt
 
 **CLI** only supports basic aspect ratio bucketing via `--base_resolution`. For advanced preprocessing (auto-captioning, filtering, tagging), use a JSON configuration file.
 
-For detailed preprocessing options and examples, see the [SD LoRA Feature Documentation](../../features/sd-lora.md#data-configuration).
+For detailed preprocessing options and examples, see the [SD LoRA Feature Documentation](https://microsoft.github.io/Olive/features/sd-lora.html).
 
 ## Export to ONNX and Run Inference