feat: Add support for gemma-3 #298
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Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
terrykong
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Apr 30, 2025
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
terrykong
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May 6, 2025
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
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Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
terrykong
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May 8, 2025
examples/configs/recipes/llm/grpo-gemma3-1b-it-1n8g-fsdp2tp1.yaml
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Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
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What does this PR do ?
Add support for gemma-3 models
Issues
Closes #236
Usage
Since Gemma-3 models have tied weights for all models, the TP and SP strategies are configured to not parallelize the embed_tokens and lm_head layers. To run, use the
NRL_SKIP_TIED_WEIGHT_CHECK=1flag. Additionally, use++policy.generation.vllm_cfg.load_format=autobecause vllm has a bug using dummy weights with gemma-3 models.Before your PR is "Ready for review"
Pre checks:
Additional Information
Sample runs for 1b and 4b: https://wandb.ai/nvidia/grpo-dev-yifu/workspace?nw=7ii089mxlc5
Sample runs using TP/SP: https://wandb.ai/nvidia/grpo-dev-yifu?nw=serntftinh