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[cherry-pick] [docs] fine tune llama with trainium (#48768) #48854

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Introduce a new Ray Train example for AWS Trainium.

CleanShot 2024-11-16 at 12 48 57@2x

Marked it as a community example as it is something we are collaborating with AWS Neuron team.

CleanShot 2024-11-16 at 12 48 37@2x

Docs screenshots

Screenshot 2024-11-20 at 11 19 39 AM Screenshot 2024-11-20 at 11 19 47 AM Screenshot 2024-11-20 at 11 19 54 AM


Why are these changes needed?

Related issue number

Checks

  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
    • I've added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
    • Unit tests
    • Release tests
    • This PR is not tested :(

Introduce a new Ray Train example for AWS Trainium. 

![CleanShot 2024-11-16 at 12 48
57@2x](https://github.com/user-attachments/assets/8b7d12d8-846f-497f-ba25-fd8a613f9007)

Marked it as a community example as it is something we are collaborating
with AWS Neuron team.

![CleanShot 2024-11-16 at 12 48
37@2x](https://github.com/user-attachments/assets/589d8ff3-fcb6-4b90-865d-006bcb4815a3)

Docs screenshots

<img width="1142" alt="Screenshot 2024-11-20 at 11 19 39 AM"
src="https://github.com/user-attachments/assets/aa3dadf7-96b9-46cc-8b6d-44c3e3bc3e1e">
<img width="1161" alt="Screenshot 2024-11-20 at 11 19 47 AM"
src="https://github.com/user-attachments/assets/859508fd-e47e-4758-a4c7-f15a749ece82">
<img width="1149" alt="Screenshot 2024-11-20 at 11 19 54 AM"
src="https://github.com/user-attachments/assets/28858f36-8cca-4eaa-a8ec-a1f7dda899d0">

---------

Signed-off-by: Saihajpreet Singh <[email protected]>
Co-authored-by: Chris Zhang <[email protected]>
@chris-ray-zhang chris-ray-zhang added v2.39.0 v2.39.0-pick release-blocker P0 Issue that blocks the release and removed v2.39.0 labels Nov 21, 2024
@angelinalg angelinalg changed the title docs: fine tune llama with trainium (#48768) [cherry-pick] [docs] fine tune llama with trainium (#48768) Nov 21, 2024
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stamp

@can-anyscale can-anyscale enabled auto-merge (squash) November 21, 2024 22:31
@github-actions github-actions bot added the go add ONLY when ready to merge, run all tests label Nov 21, 2024
@can-anyscale can-anyscale merged commit a46e3f4 into ray-project:releases/2.39.0 Nov 22, 2024
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4 participants