Datasets:

gbenson
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webui-tokens-unlabelled

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Install the modified `dom-tokenizers`"],"metadata":{"id":"p4cA_Al2R8Fm"}},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"AxuqwFstR6UD","executionInfo":{"status":"ok","timestamp":1717857783934,"user_tz":-60,"elapsed":935,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"a6af92c2-fc12-445c-bdf8-1cdfab35310c"},"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'dom-tokenizers'...\n","remote: Enumerating objects: 505, done.\u001b[K\n","remote: Counting objects: 100% (103/103), done.\u001b[K\n","remote: Compressing objects: 100% (53/53), done.\u001b[K\n","remote: Total 505 (delta 50), reused 80 (delta 43), pack-reused 402\u001b[K\n","Receiving objects: 100% (505/505), 139.21 KiB | 3.31 MiB/s, done.\n","Resolving deltas: 100% (269/269), done.\n"]}],"source":["!git clone https://github.com/gbenson/dom-tokenizers.git -b emit-unique-tokens-0.0.15 --single-branch\n"]},{"cell_type":"code","source":["!cd dom-tokenizers && pip install -e .[train]"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"iURZKR40UCxY","executionInfo":{"status":"ok","timestamp":1717858254061,"user_tz":-60,"elapsed":30638,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"4bb266d0-e045-46b0-bd0a-a874b9a7c2f8"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Obtaining file:///content/dom-tokenizers\n"," Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n"," Checking if build backend supports build_editable ... \u001b[?25l\u001b[?25hdone\n"," Getting requirements to build editable ... \u001b[?25l\u001b[?25hdone\n"," Installing backend dependencies ... \u001b[?25l\u001b[?25hdone\n"," Preparing editable metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n","Requirement already satisfied: python-magic in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.15) (0.4.27)\n","Requirement already satisfied: tokenizers in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.15) (0.19.1)\n","Requirement already satisfied: unidecode in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.15) (1.3.8)\n","Requirement already satisfied: datasets in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.15) (2.19.2)\n","Requirement already satisfied: pillow in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.15) (9.4.0)\n","Requirement already satisfied: transformers in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.15) (4.41.2)\n","Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.15) (3.14.0)\n","Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.15) (1.25.2)\n","Requirement already satisfied: pyarrow>=12.0.0 in 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pandas->datasets->dom-tokenizers==0.0.15) (2.8.2)\n","Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.15) (2023.4)\n","Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.15) (2024.1)\n","Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.2->pandas->datasets->dom-tokenizers==0.0.15) (1.16.0)\n","Building wheels for collected packages: dom-tokenizers\n"," Building editable for dom-tokenizers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n"," Created wheel for dom-tokenizers: filename=dom_tokenizers-0.0.15-0.editable-py3-none-any.whl size=7349 sha256=e87f31f7741c31b0699ae906e7eecdec1278eb520c8e7f2110cdec5708464faf\n"," Stored in directory: /tmp/pip-ephem-wheel-cache-tof5n_k9/wheels/ab/e4/d2/9b9419db21d26514602a3dbb7582a3c195f9229169192ca43b\n","Successfully built dom-tokenizers\n","Installing collected packages: requests, dom-tokenizers\n"," Attempting uninstall: requests\n"," Found existing installation: requests 2.31.0\n"," Uninstalling requests-2.31.0:\n"," Successfully uninstalled requests-2.31.0\n"," Attempting uninstall: dom-tokenizers\n"," Found existing installation: dom-tokenizers 0.0.15\n"," Uninstalling dom-tokenizers-0.0.15:\n"," Successfully uninstalled dom-tokenizers-0.0.15\n","\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n","google-colab 1.0.0 requires requests==2.31.0, but you have requests 2.32.3 which is incompatible.\u001b[0m\u001b[31m\n","\u001b[0mSuccessfully installed dom-tokenizers-0.0.15 requests-2.32.3\n"]}]},{"cell_type":"markdown","source":["## Train a tokenizer on `gbenson/webui-dom-snapshots`\n","\n","We don't need the tokenizer, but this `dom-tokenizers` is modified to output every unique token it sees into a file as a side-effect."],"metadata":{"id":"aXQW8CBmVOa4"}},{"cell_type":"code","source":["!train-tokenizer -n30000 -N4536 gbenson/webui-dom-snapshots"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"CqHIS-8xVVKe","executionInfo":{"status":"ok","timestamp":1717862039075,"user_tz":-60,"elapsed":3603581,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"e56099eb-a734-4859-c7c2-46b683581d1d"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Output directory: /content/dom-tokenizer-30k\n","\n","Generating up to 30,000 tokens from 4,536 examples:\n","\u001b[2K[00:00:03] Tokenize words ██████████████████ 919164 / 919164\n","\u001b[2K[00:01:18] Count pairs ██████████████████ 919164 / 919164\n","\u001b[2K[00:00:22] Compute merges ██████████████████ 29902 / 29902\n","\n","['training', 'complete']\n","['token', '##izer', 'state', 'saved']\n","['see', 'you', 'soon', '##!', '##!']\n"]}]},{"cell_type":"markdown","source":["## Load the file into a dataset"],"metadata":{"id":"Uo_FraY1W5IK"}},{"cell_type":"code","source":["from datasets import load_dataset\n","dataset = load_dataset(\"text\", data_files={\"train\": [\"unique-tokens\"]})"],"metadata":{"id":"L_oxSzmFW-nL","colab":{"base_uri":"https://localhost:8080/","height":49,"referenced_widgets":["fdb9a9858ffe45d994e7e420d6a0988b","5ebf6f571d4a4729a3c174fb61140e96","44d1e6e4b0294edd9467d7dd2bd284de","b8550a62079144f2bbaca07d9e7adfcf","9aa15aca20be41b9b09fac0f4b1a710c","10fc5214411c4c60925fc2aa5d97cb66","9b93630055fd43adb327f797f1d78a17","733c2234559443268314c3bc4f77a859","e59dab661f8e4f16932a1dd015c4b0ac","85d3d7d5fa934c429386f03d599090ca","7f40b4bb839a4fbba344256d30d7a624"]},"executionInfo":{"status":"ok","timestamp":1717862292658,"user_tz":-60,"elapsed":3125,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"d8c3b7b7-596d-4926-ef9f-d7607f4ac69f"},"execution_count":4,"outputs":[{"output_type":"display_data","data":{"text/plain":["Generating train split: 0 examples [00:00, ? examples/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"fdb9a9858ffe45d994e7e420d6a0988b"}},"metadata":{}}]},{"cell_type":"markdown","source":["## Upload to Hugging Face"],"metadata":{"id":"sqbaaByQYG5q"}},{"cell_type":"code","source":["dataset.push_to_hub(\"gbenson/webui-tokens-unlabelled\")"],"metadata":{"id":"ICObGLZvYHRZ","colab":{"base_uri":"https://localhost:8080/","height":240,"referenced_widgets":["902b9b25ffe14977bbb31c543a18f9e5","8bf8f973042c4403bc3189febb2994f6","4e6c085de7ba4f8fbfdf64bf6da0d923","8ef5a77dbed644ec9ccb8ce787fcc1fe","23dfa7a1a74a45eba3301a52784534e5","4e300a25b8b4469c9633c3720997c876","dbb83c4e82544de59e2a3f20fa8026e7","f6a71d85794a435cbca17b821bc38287","f51a3b7857924006938d56aa1725138e","559d15e7c4d3416bb94514a87cd8e7cc","37a7b88ca3d5492193d7715cce9d2643","e8577a58407e4b24acae911e3fbf2c0a","6c05e30dae994e6fa6aa4e7258a4cfa2","a6f4b51420354423986c459a129c7766","bf438063dd874afa8ff107c598283f3a","5c40b12536de4b1c88890483682d69c2","29606359888c45e18c31cbee006f19d6","ad5db95c13fe419fa5cf5860c1ccfb89","066c364ca2f34659a5813e8a8d1a9bf6","be824b2577a041df8d95fee61dd13617","813ce4ff18124ffcaab177438760726b","0ac4e4521298493bbf68ccc35de7f385"]},"executionInfo":{"status":"ok","timestamp":1717862311858,"user_tz":-60,"elapsed":5465,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"4f091737-1deb-42a7-faf6-0b715cd5fd04"},"execution_count":5,"outputs":[{"output_type":"display_data","data":{"text/plain":["Uploading the dataset shards: 0%| | 0/1 [00:00<?, ?it/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"902b9b25ffe14977bbb31c543a18f9e5"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["Creating parquet from Arrow format: 0%| | 0/1314 [00:00<?, ?ba/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"e8577a58407e4b24acae911e3fbf2c0a"}},"metadata":{}},{"output_type":"execute_result","data":{"text/plain":["CommitInfo(commit_url='https://huggingface.co/datasets/gbenson/webui-tokens-unlabelled/commit/523f24603953004750da736f083dfdc7264c7da7', commit_message='Upload dataset', commit_description='', oid='523f24603953004750da736f083dfdc7264c7da7', pr_url=None, pr_revision=None, pr_num=None)"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":5}]}]}