Module names differ between model families:
- Llama: q_proj, k_proj, v_proj, o_proj, gate_proj, up_proj, down_proj
- Mistral: Same as Llama
- Phi: Same structure, slightly different names
- Falcon: Different attention implementation
Always check your model's architecture. Using wrong module names means LoRA isn't applied where you expect.