{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0fc4c61a",
   "metadata": {},
   "source": [
    "## Loading a model onto HF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3c851cd5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: huggingface_hub in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (0.30.2)\n",
      "Requirement already satisfied: filelock in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from huggingface_hub) (3.15.4)\n",
      "Requirement already satisfied: fsspec>=2023.5.0 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from huggingface_hub) (2024.6.1)\n",
      "Requirement already satisfied: packaging>=20.9 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from huggingface_hub) (24.2)\n",
      "Requirement already satisfied: pyyaml>=5.1 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from huggingface_hub) (6.0.1)\n",
      "Requirement already satisfied: requests in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from huggingface_hub) (2.32.3)\n",
      "Requirement already satisfied: tqdm>=4.42.1 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from huggingface_hub) (4.66.4)\n",
      "Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from huggingface_hub) (4.12.2)\n",
      "Requirement already satisfied: colorama in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from tqdm>=4.42.1->huggingface_hub) (0.4.6)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->huggingface_hub) (3.3.2)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->huggingface_hub) (3.7)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->huggingface_hub) (2.0.7)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\ishan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->huggingface_hub) (2024.7.4)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "[notice] A new release of pip is available: 24.3.1 -> 25.1.1\n",
      "[notice] To update, run: C:\\Users\\ishan\\AppData\\Local\\Microsoft\\WindowsApps\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\python.exe -m pip install --upgrade pip\n"
     ]
    }
   ],
   "source": [
    "# Install if you haven't already\n",
    "!pip install huggingface_hub"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "85147dd3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Consider using `hf_transfer` for faster uploads. This solution comes with some limitations. See https://huggingface.co/docs/huggingface_hub/hf_transfer for more details.\n",
      "Traceback (most recent call last):\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\utils\\_http.py\", line 409, in hf_raise_for_status\n",
      "    response.raise_for_status()\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\requests\\models.py\", line 1024, in raise_for_status\n",
      "    raise HTTPError(http_error_msg, response=self)\n",
      "requests.exceptions.HTTPError: 403 Client Error: Forbidden for url: https://huggingface.co/api/repos/create\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"<frozen runpy>\", line 198, in _run_module_as_main\n",
      "  File \"<frozen runpy>\", line 88, in _run_code\n",
      "  File \"c:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\Scripts\\huggingface-cli.exe\\__main__.py\", line 7, in <module>\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\commands\\huggingface_cli.py\", line 57, in main\n",
      "    service.run()\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\commands\\upload.py\", line 206, in run\n",
      "    print(self._upload())\n",
      "          ^^^^^^^^^^^^^^\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\commands\\upload.py\", line 267, in _upload\n",
      "    repo_id = self.api.create_repo(\n",
      "              ^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\utils\\_validators.py\", line 114, in _inner_fn\n",
      "    return fn(*args, **kwargs)\n",
      "           ^^^^^^^^^^^^^^^^^^^\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\hf_api.py\", line 3722, in create_repo\n",
      "    raise err\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\hf_api.py\", line 3709, in create_repo\n",
      "    hf_raise_for_status(r)\n",
      "  File \"C:\\Users\\ishan\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\huggingface_hub\\utils\\_http.py\", line 473, in hf_raise_for_status\n",
      "    raise _format(HfHubHTTPError, message, response) from e\n",
      "huggingface_hub.errors.HfHubHTTPError: 403 Forbidden: None.\n",
      "Cannot access content at: https://huggingface.co/api/repos/create.\n",
      "Make sure your token has the correct permissions.\n"
     ]
    }
   ],
   "source": [
    "!huggingface-cli upload Ishanan/lemma-model . --repo-type model --token YOUR_HF_TOKEN_HERE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "360e19b7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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