[redpanda1995]

What does this PR do?

Fixes # #43742

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[github-actions]

[For maintainers] Suggested jobs to run (before merge)

run-slow: mobilellm

[vasqu]

Tbh this model is not used by many (1k downloads per month); we have a policy to deprecate low usage models (<10k downloads) so I don't feel good about investing resources into this integration - it should rather fix its remote code 👀

[ArthurZucker]

This is just Llama: the released checkpoints load with LlamaForCausalLM once the Hub configs are updated:

"model_type": "llama"            # currently "mobilellm" (loaded via remote code)
"tie_word_embeddings": true      # replaces "share_embedding": true
drop "auto_map"

No new model needed. Only if the *-layer-share variants are needed would this warrant a model, and then as a small modular file on top of Llama.

[ArthurZucker]

Thanks for the PR! MobileLLM checkpoints can load with LlamaForCausalLM once the Hub configs are updated, so a separate model in the library isn't needed. Closing.