Add sharding for speechlm and vlm

[BoxiangW]

What does this PR do ?

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Collection: [Note which collection this PR will affect]

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[BoxiangW]

I will add SpeechLM fsdp2 ci tesst once the speechlm ci test is ready

[github-actions]

beep boop 🤖: 🚨 The following files must be fixed before merge!

---

Your code was analyzed with PyLint. The following annotations have been identified:

************* Module nemo.collections.speechlm.models.hf_auto_model_for_speech_seq2seq
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:27:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:35:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:60:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:73:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:79:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:82:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:105:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:112:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:124:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/speechlm/models/hf_auto_model_for_speech_seq2seq.py:129:4: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.39/10

---

Mitigation guide:

• Add sensible and useful docstrings to functions and methods
• For trivial methods like getter/setters, consider adding # pylint: disable=C0116 inside the function itself
• To disable multiple functions/methods at once, put a # pylint: disable=C0116 before the first and a # pylint: enable=C0116 after the last.

By applying these rules, we reduce the occurance of this message in future.

Thank you for improving NeMo's documentation!

[github-actions]

beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.

---

Your code was analyzed with PyLint. The following annotations have been identified:

************* Module nemo.lightning.pytorch.strategies.utils
nemo/lightning/pytorch/strategies/utils.py:40:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/pytorch/strategies/utils.py:49:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/strategies/utils.py:57:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/strategies/utils.py:69:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/strategies/utils.py:85:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/strategies/utils.py:120:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/strategies/utils.py:142:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/strategies/utils.py:197:0: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.61/10

---

Mitigation guide:

• Add sensible and useful docstrings to functions and methods
• For trivial methods like getter/setters, consider adding # pylint: disable=C0116 inside the function itself
• To disable multiple functions/methods at once, put a # pylint: disable=C0116 before the first and a # pylint: enable=C0116 after the last.

By applying these rules, we reduce the occurance of this message in future.

Thank you for improving NeMo's documentation!

[github-actions]

[🤖]: Hi @BoxiangW 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g

[akoumpa]

LGTM, thanks.

[akoumpa]

@pablo-garay can you merge this? Thanks.