Adding new model

The below mentioned point where the link for GPTModel is broken and can't get the exact config for the yaml file hence not able to add new model (llama2-13b) as not able to profile the data for that model.

3. Add a YAML model config for the new model in data/model_configs.

• Use the model's HuggingFace model id for the file name eg. data/model_configs/meta-llama/Llama-2-70b-hf.yml.
• Refer HuggingFace config.json for the model eg. https://huggingface.co/meta-llama/Llama-2-70b-hf/blob/main/config.json.
• Ensure that correct parameters are set in the YAML file so that the reference transformer model GPTModel closely resembles the new model.
• We use this reference model to profile only the MLP operations of all the models so the attention operations are no-op'ed here.

Would like to know if there is any solution for this as even the model_configs folder is not present in the base directory.

Start by checking whether data/model_configs exists in the repository and inspect the referenced HuggingFace config.json for the llama2-13b model. Determine which YAML parameters are required for the GPTModel reference, add the model configuration, and confirm that the model can be profiled as described.