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@@ -41,7 +41,7 @@ There are more complex methods that have more parameters. These are not yet supp
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if you want to see a specific PEFT method supported.
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By default, PEFT will target the `q_proj` and `v_proj` layers of the LM expert in SmolVLA. It will also target the
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state and action projection matrices as they are most likely taks-dependent. If you need to target different layers
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state and action projection matrices as they are most likely task-dependent. If you need to target different layers
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you can use `--peft.target_modules` to specify which layers to target. You can refer to the respective PEFT method's
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documentation to see what inputs are supported, (e.g., [LoRA's target_modules documentation](https://huggingface.co/docs/peft/main/en/package_reference/lora#peft.LoraConfig.target_modules)).
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Usually a list of suffixes or a regex are supported. For example, to target the MLPs of the `lm_expert` instead of
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