Adding new model

[samarth1612]

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.

[AgrawalAmey]

@anmolagarwalcp810 please share the updated instructions? and let's also make sure that we reflect those in the docs.

[samarth1612]

Any update on this front ?