Minor fix in gemma 2 ckpt conversion to support Gemma 2B

[shashank3959]

What does this PR do ?

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Changelog

• Change uses "sliding_window" arg in HF ckpt config to inform window_size. This makes it compatible with all sizes: 2B, 9B and 27B
• Gemma 2 9B, and Gemma 2 27B HF ckpts have "sliding_window" and "sliding_window_size" both set to 4096
• Gemma 2 2B config.json in HF ckpt does not have a "sliding_window_size" arg, and only has "sliding_window"

Usage

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python3 /opt/NeMo/scripts/checkpoint_converters/convert_gemma_hf_to_nemo.py \
--input_name_or_path /path/to/gemma2/checkpoints/hf/2b \
--output_path /path/to/gemma2-2b.nemo \
--tokenizer_path /path/to/tokenizer.model \
[--cpu]

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Additional Information

• Related to # (issue)

[cuichenx]

LGTM

[cuichenx]

Please remove overlapping change with #10958 or combine the two PRs

[github-actions]

This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.

[github-actions]

This PR was closed because it has been inactive for 7 days since being marked as stale.