Method and system for generating 2d views of 3d cad models

A system for generating 2D views of 3D CAD models, the system comprising:

• a processor;
• and
• a computer-readable medium communicatively coupled to the processor, wherein the computer-readable medium stores processor-executable instructions, which when executed by the processor, cause the processor to:
• receive a 3D CAD model in boundary representation (B-rep) form and a user selection corresponding to one or more 2D views of the 3D CAD model, via a user interface;
• create a prompt based on the 3D CAD model and the user selection, wherein the prompt comprises the 3D CAD model and predefined instructions corresponding to the one or more 2D views to be generated;
• input the prompt to an optimized and compressed domain adapted task down streamed Large Language Model (LLM), wherein the optimized and compressed domain adapted task down streamed LLM is obtained through multi-stage pre-training of a foundation LLM;
• and
• generate using the optimized and compressed domain adapted task down streamed LLM, a 2D CAD model in B-rep form corresponding to each of the one or more 2D views of the 3D CAD model, in response to the input prompt.