Update large_model_inference.md

[sekyondaMeta]

Description

Adding DeepSpeed MII and Hugging face accelerate information to LMI doc.

Type of change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• New feature (non-breaking change which adds functionality)
• This change requires a documentation update

Feature/Issue validation/testing

Built pages locally.

Checklist:

• Did you have fun?
• Have you added tests that prove your fix is effective or that this feature works?
• Has code been commented, particularly in hard-to-understand areas?
• Have you made corresponding changes to the documentation?

[codecov]

Codecov Report

Merging #2542 (0c43413) into master (a599fa0) will not change coverage.
The diff coverage is n/a.

❗ Current head 0c43413 differs from pull request most recent head baf1cbd. Consider uploading reports for the commit baf1cbd to get more accurate results

@@           Coverage Diff           @@
##           master    #2542   +/-   ##
=======================================
  Coverage   72.64%   72.64%           
=======================================
  Files          79       79           
  Lines        3733     3733           
  Branches       58       58           
=======================================
  Hits         2712     2712           
  Misses       1017     1017           
  Partials        4        4           

📣 We’re building smart automated test selection to slash your CI/CD build times. Learn more

[msaroufim]

I remember there was some issue with relative links when we go to pytorch.org so might wanna double check this works, if it does feel free to dismiss this comment

[agunapal]

Pending one query about low_cpu_mem_usage=True, rest looks fine

[HamidShojanazeri]

Left a suggestion