[AutoDeploy] HF factory improvements

[lucaslie]

This PR introduces several improvements to our HF model factory:

• [x] Change name to AutoModelForCausalLM to reflect there are separate factories for different auto model types
• [x] Better loading reusing HF utilities
• [x] Ability to correctly customize tokenizer from native HF if desired

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[lucaslie]

/bot run

[lucaslie]

/bot run

[tensorrt-cicd]

PR_Github #5413 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #5415 [ run ] triggered by Bot

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PR_Github #5413 [ run ] completed with state ABORTED

[tensorrt-cicd]

PR_Github #5415 [ run ] completed with state SUCCESS /LLM/main/L0_MergeRequest_PR pipeline #3952 completed with status: 'FAILURE'

[lucaslie]

/bot run --disable-fail-fast --extra-stage "DGX_H100-4_GPUs-PyTorch-[Post-Merge]"

[tensorrt-cicd]

PR_Github #5522 [ run ] triggered by Bot

[lucaslie]

/bot run

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[tensorrt-cicd]

PR_Github #5522 [ run ] completed with state ABORTED

[lucaslie]

/bot run --disable-fail-fast --extra-stage "DGX_H100-4_GPUs-PyTorch-[Post-Merge]"

[tensorrt-cicd]

PR_Github #5542 [ run ] triggered by Bot

[tensorrt-cicd]

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[tensorrt-cicd]

PR_Github #5542 [ run ] completed with state SUCCESS /LLM/main/L0_MergeRequest_PR pipeline #4043 completed with status: 'FAILURE'

[lucaslie]

/bot run

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PR_Github #5760 [ run ] triggered by Bot

[tensorrt-cicd]

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