runtime error

Traceback (most recent call last): File "/home/user/app/app.py", line 21, in <module> model = PeftModel.from_pretrained(base_model, 'tiny_llama_updated') File "/usr/local/lib/python3.10/site-packages/peft/peft_model.py", line 430, in from_pretrained model.load_adapter(model_id, adapter_name, is_trainable=is_trainable, **kwargs) File "/usr/local/lib/python3.10/site-packages/peft/peft_model.py", line 1025, in load_adapter dispatch_model( File "/usr/local/lib/python3.10/site-packages/accelerate/big_modeling.py", line 376, in dispatch_model raise ValueError( ValueError: We need an `offload_dir` to dispatch this model according to this `device_map`, the following submodules need to be offloaded: base_model.model.model.layers.5, base_model.model.model.layers.6, base_model.model.model.layers.7, base_model.model.model.layers.8, base_model.model.model.layers.9, base_model.model.model.layers.10, base_model.model.model.layers.11, base_model.model.model.layers.12, base_model.model.model.layers.13, base_model.model.model.layers.14, base_model.model.model.layers.15, base_model.model.model.layers.16, base_model.model.model.layers.17, base_model.model.model.layers.18, base_model.model.model.layers.19, base_model.model.model.layers.20, base_model.model.model.layers.21, base_model.model.model.norm, base_model.model.lm_head.

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