Fixed multiple typos (#878)

# What does this PR do?

In short, provide a summary of what this PR does and why. Usually, the
relevant context should be present in a linked issue.

- [ ] Addresses issue (#issue)


## Test Plan

Please describe:
 - tests you ran to verify your changes with result summaries.
 - provide instructions so it can be reproduced.


## Sources

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## Before submitting

- [x] 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.

docs/source/distributions/selection.md

@@ -16,7 +16,7 @@ Which templates / distributions to choose depends on the hardware you have for r
   - {dockerhub}`distribution-tgi` ([Guide](self_hosted_distro/tgi))
   - {dockerhub}`distribution-nvidia` ([Guide](self_hosted_distro/nvidia))
 
-- **Are you running on a "regular" desktop or laptop ?** We suggest using the ollama templte for quick prototyping and get started without having to worry about needing GPUs.
+- **Are you running on a "regular" desktop or laptop ?** We suggest using the ollama template for quick prototyping and get started without having to worry about needing GPUs.
   - {dockerhub}`distribution-ollama` ([link](self_hosted_distro/ollama))
 
 - **Do you have an API key for a remote inference provider like Fireworks, Together, etc.?**  If so, we suggest: