upload_instructions.md

# Upload to Hugging Face Hub

            To upload your model to the Hugging Face Hub, you can use the Hugging Face CLI:

            ## 1. Install the Hugging Face Hub CLI
            ```bash
            pip install huggingface_hub
            ```

            ## 2. Login to Hugging Face
            ```bash
            huggingface-cli login
            ```

            ## 3. Create a new repository
            Go to https://huggingface.co/new and create a new model repository.

            ## 4. Upload your model
            ```bash
            cd ./published_model/hf_model
            git init
            git add .
            git commit -m "Initial model upload"
            git remote add origin https://huggingface.co/PurelyUnfunctionalAI/GibberishGPT
            git push -u origin main
            ```

            Alternatively, you can use the Python API:

            ```python
            from huggingface_hub import HfApi
            api = HfApi()

            # Login to Hugging Face
            api.login()

            # Upload model files
            api.create_repo(repo_id="PurelyUnfunctionalAI/GibberishGPT", repo_type="model", exist_ok=True)
            api.upload_folder(
                folder_path="./published_model/hf_model",
                repo_id="PurelyUnfunctionalAI/GibberishGPT",
                commit_message="Upload model"
            )
            ```