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| """ | |
| helpers for lora embeddings | |
| """ | |
| def get_linear_embedding_layers(model_type): | |
| """ | |
| returns the linear embedding layers needed for loras, dependent on the model arch | |
| """ | |
| if model_type == "phi-msft": | |
| return ["embd.wte", "lm_head.linear"] | |
| if model_type == "gpt_neox": | |
| return ["embed_in", "embed_out"] | |
| return ["embed_tokens", "lm_head"] | |