{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "-1vOMEXIhMQt" }, "source": [ "##### Copyright 2020 The TensorFlow Hub Authors.\n", "\n", "Licensed under the Apache License, Version 2.0 (the \"License\");" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2023-12-08T13:22:31.380626Z", "iopub.status.busy": "2023-12-08T13:22:31.380001Z", "iopub.status.idle": "2023-12-08T13:22:31.384502Z", "shell.execute_reply": "2023-12-08T13:22:31.383809Z" }, "id": "pRfq9ZU5hQhg" }, "outputs": [], "source": [ "#@title Copyright 2020 The TensorFlow Hub Authors. All Rights Reserved.\n", "#\n", "# Licensed under the Apache License, Version 2.0 (the \"License\");\n", "# you may not use this file except in compliance with the License.\n", "# You may obtain a copy of the License at\n", "#\n", "# http://www.apache.org/licenses/LICENSE-2.0\n", "#\n", "# Unless required by applicable law or agreed to in writing, software\n", "# distributed under the License is distributed on an \"AS IS\" BASIS,\n", "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", "# See the License for the specific language governing permissions and\n", "# limitations under the License.\n", "# ==============================================================================" ] }, { "cell_type": "markdown", "metadata": { "id": "mTL0TERThT6z" }, "source": [ "\n", " \n", " \n", " \n", " \n", " \n", "
\n", " View on TensorFlow.org\n", " \n", " Run in Google Colab\n", " \n", " View on GitHub\n", " \n", " Download notebook\n", " \n", " See TF Hub models\n", "
" ] }, { "cell_type": "markdown", "metadata": { "id": "FkthMlVk8bHp" }, "source": [ "# BERT Experts from TF-Hub\n", "\n", "This colab demonstrates how to:\n", "* Load BERT models from [TensorFlow Hub](https://tfhub.dev) that have been trained on different tasks including MNLI, SQuAD, and PubMed\n", "* Use a matching preprocessing model to tokenize raw text and convert it to ids\n", "* Generate the pooled and sequence output from the token input ids using the loaded model\n", "* Look at the semantic similarity of the pooled outputs of different sentences\n", "\n", "#### Note: This colab should be run with a GPU runtime" ] }, { "cell_type": "markdown", "metadata": { "id": "jspO02jDPfPG" }, "source": [ "## Set up and imports" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2023-12-08T13:22:31.388494Z", "iopub.status.busy": "2023-12-08T13:22:31.387914Z", "iopub.status.idle": "2023-12-08T13:22:57.318346Z", "shell.execute_reply": "2023-12-08T13:22:57.317398Z" }, "id": "r-ed8zj-dbwm" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\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.\r\n", "tensorflow-datasets 4.9.3 requires protobuf>=3.20, but you have protobuf 3.19.6 which is incompatible.\r\n", "tensorflow-metadata 1.14.0 requires protobuf<4.21,>=3.20.3, but you have protobuf 3.19.6 which is incompatible.\u001b[0m\u001b[31m\r\n", "\u001b[0m" ] } ], "source": [ "!pip install --quiet \"tensorflow-text==2.11.*\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2023-12-08T13:22:57.323280Z", "iopub.status.busy": "2023-12-08T13:22:57.322482Z", "iopub.status.idle": "2023-12-08T13:23:00.494047Z", "shell.execute_reply": "2023-12-08T13:23:00.492862Z" }, "id": "czDmtrGKYw_5" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2023-12-08 13:22:58.830986: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2023-12-08 13:22:59.587638: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory\n", "2023-12-08 13:22:59.587746: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory\n", "2023-12-08 13:22:59.587757: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.\n" ] } ], "source": [ "import seaborn as sns\n", "from sklearn.metrics import pairwise\n", "\n", "import tensorflow as tf\n", "import tensorflow_hub as hub\n", "import tensorflow_text as text # Imports TF ops for preprocessing." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2023-12-08T13:23:00.500475Z", "iopub.status.busy": "2023-12-08T13:23:00.499305Z", "iopub.status.idle": "2023-12-08T13:23:00.504027Z", "shell.execute_reply": "2023-12-08T13:23:00.503244Z" }, "id": "GSuDcPSaY5aB" }, "outputs": [], "source": [ "#@title Configure the model { run: \"auto\" }\n", "BERT_MODEL = \"https://tfhub.dev/google/experts/bert/wiki_books/2\" # @param {type: \"string\"} [\"https://tfhub.dev/google/experts/bert/wiki_books/2\", \"https://tfhub.dev/google/experts/bert/wiki_books/mnli/2\", \"https://tfhub.dev/google/experts/bert/wiki_books/qnli/2\", \"https://tfhub.dev/google/experts/bert/wiki_books/qqp/2\", \"https://tfhub.dev/google/experts/bert/wiki_books/squad2/2\", \"https://tfhub.dev/google/experts/bert/wiki_books/sst2/2\", \"https://tfhub.dev/google/experts/bert/pubmed/2\", \"https://tfhub.dev/google/experts/bert/pubmed/squad2/2\"]\n", "# Preprocessing must match the model, but all the above use the same.\n", "PREPROCESS_MODEL = \"https://tfhub.dev/tensorflow/bert_en_uncased_preprocess/3\"" ] }, { "cell_type": "markdown", "metadata": { "id": "pvaZiGVgwtqw" }, "source": [ "## Sentences\n", "\n", "Let's take some sentences from Wikipedia to run through the model" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2023-12-08T13:23:00.507781Z", "iopub.status.busy": "2023-12-08T13:23:00.507233Z", "iopub.status.idle": "2023-12-08T13:23:00.511502Z", "shell.execute_reply": "2023-12-08T13:23:00.510734Z" }, "id": "tytu-rSpeDNG" }, "outputs": [], "source": [ "sentences = [\n", " \"Here We Go Then, You And I is a 1999 album by Norwegian pop artist Morten Abel. It was Abel's second CD as a solo artist.\",\n", " \"The album went straight to number one on the Norwegian album chart, and sold to double platinum.\",\n", " \"Among the singles released from the album were the songs \\\"Be My Lover\\\" and \\\"Hard To Stay Awake\\\".\",\n", " \"Riccardo Zegna is an Italian jazz musician.\",\n", " \"Rajko Maksimović is a composer, writer, and music pedagogue.\",\n", " \"One of the most significant Serbian composers of our time, Maksimović has been and remains active in creating works for different ensembles.\",\n", " \"Ceylon spinach is a common name for several plants and may refer to: Basella alba Talinum fruticosum\",\n", " \"A solar eclipse occurs when the Moon passes between Earth and the Sun, thereby totally or partly obscuring the image of the Sun for a viewer on Earth.\",\n", " \"A partial solar eclipse occurs in the polar regions of the Earth when the center of the Moon's shadow misses the Earth.\",\n", "]" ] }, { "cell_type": "markdown", "metadata": { "id": "zI39475kxCKh" }, "source": [ "## Run the model\n", "\n", "We'll load the BERT model from TF-Hub, tokenize our sentences using the matching preprocessing model from TF-Hub, then feed in the tokenized sentences to the model. To keep this colab fast and simple, we recommend running on GPU.\n", "\n", "Go to **Runtime** → **Change runtime type** to make sure that **GPU** is selected" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2023-12-08T13:23:00.515093Z", "iopub.status.busy": "2023-12-08T13:23:00.514463Z", "iopub.status.idle": "2023-12-08T13:23:16.286290Z", "shell.execute_reply": "2023-12-08T13:23:16.285354Z" }, "id": "x4t6r22ErQg0" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2023-12-08 13:23:00.818651: E tensorflow/compiler/xla/stream_executor/cuda/cuda_driver.cc:267] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected\n" ] } ], "source": [ "preprocess = hub.load(PREPROCESS_MODEL)\n", "bert = hub.load(BERT_MODEL)\n", "inputs = preprocess(sentences)\n", "outputs = bert(inputs)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2023-12-08T13:23:16.291182Z", "iopub.status.busy": "2023-12-08T13:23:16.290390Z", "iopub.status.idle": "2023-12-08T13:23:16.299264Z", "shell.execute_reply": "2023-12-08T13:23:16.298578Z" }, "id": "gItjCg4315Cv" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sentences:\n", "[\"Here We Go Then, You And I is a 1999 album by Norwegian pop artist Morten Abel. It was Abel's second CD as a solo artist.\", 'The album went straight to number one on the Norwegian album chart, and sold to double platinum.', 'Among the singles released from the album were the songs \"Be My Lover\" and \"Hard To Stay Awake\".', 'Riccardo Zegna is an Italian jazz musician.', 'Rajko Maksimović is a composer, writer, and music pedagogue.', 'One of the most significant Serbian composers of our time, Maksimović has been and remains active in creating works for different ensembles.', 'Ceylon spinach is a common name for several plants and may refer to: Basella alba Talinum fruticosum', 'A solar eclipse occurs when the Moon passes between Earth and the Sun, thereby totally or partly obscuring the image of the Sun for a viewer on Earth.', \"A partial solar eclipse occurs in the polar regions of the Earth when the center of the Moon's shadow misses the Earth.\"]\n", "\n", "BERT inputs:\n", "{'input_word_ids': , 'input_mask': , 'input_type_ids': }\n", "\n", "Pooled embeddings:\n", "tf.Tensor(\n", "[[ 0.7975988 -0.48580432 0.49781707 ... -0.34488383 0.39727724\n", " -0.2063961 ]\n", " [ 0.5712041 -0.412053 0.7048913 ... -0.35185084 0.19032447\n", " -0.40419042]\n", " [-0.6993834 0.1586692 0.06569834 ... -0.06232304 -0.8155023\n", " -0.0792362 ]\n", " ...\n", " [-0.35727224 0.77089787 0.15756573 ... 0.44185558 -0.86448216\n", " 0.04505127]\n", " [ 0.9107703 0.4150136 0.56063557 ... -0.49263772 0.39640468\n", " -0.05036155]\n", " [ 0.90502924 -0.15505382 0.7267205 ... -0.3473441 0.50526446\n", " -0.19542791]], shape=(9, 768), dtype=float32)\n", "\n", "Per token embeddings:\n", "tf.Tensor(\n", "[[[ 1.09197736e+00 -5.30553758e-01 5.46399832e-01 ... -3.59625190e-01\n", " 4.20411706e-01 -2.09404156e-01]\n", " [ 1.01438344e+00 7.80789793e-01 8.53757977e-01 ... 5.52821755e-01\n", " -1.12458134e+00 5.60274601e-01]\n", " [ 7.88627028e-01 7.77751431e-02 9.51507509e-01 ... -1.90752178e-01\n", " 5.92061162e-01 6.19106948e-01]\n", " ...\n", " [-3.22031379e-01 -4.25213337e-01 -1.28237948e-01 ... -3.90948206e-01\n", " -7.90973783e-01 4.22366500e-01]\n", " [-3.10375020e-02 2.39857227e-01 -2.19943717e-01 ... -1.14400357e-01\n", " -1.26804805e+00 -1.61363304e-01]\n", " [-4.20635521e-01 5.49729943e-01 -3.24445844e-01 ... -1.84786245e-01\n", " -1.13429761e+00 -5.89753427e-02]]\n", "\n", " [[ 6.49308205e-01 -4.38081563e-01 8.76956284e-01 ... -3.67554575e-01\n", " 1.92673832e-01 -4.28647608e-01]\n", " [-1.12487352e+00 2.99315214e-01 1.17996371e+00 ... 4.87293720e-01\n", " 5.34003437e-01 2.28362054e-01]\n", " [-2.70572275e-01 3.23551893e-02 1.04256880e+00 ... 5.89936972e-01\n", " 1.53679097e+00 5.84257543e-01]\n", " ...\n", " [-1.47625208e+00 1.82393655e-01 5.58771193e-02 ... -1.67332029e+00\n", " -6.73989058e-01 -7.24497080e-01]\n", " [-1.51381421e+00 5.81847310e-01 1.61419123e-01 ... -1.26408207e+00\n", " -4.02722836e-01 -9.71971810e-01]\n", " [-4.71528202e-01 2.28173852e-01 5.27762115e-01 ... -7.54835010e-01\n", " -9.09029961e-01 -1.69545799e-01]]\n", "\n", " [[-8.66092384e-01 1.60021260e-01 6.57931119e-02 ... -6.24039248e-02\n", " -1.14323997e+00 -7.94026628e-02]\n", " [ 7.71179259e-01 7.08046913e-01 1.13500684e-01 ... 7.88312197e-01\n", " -3.14382076e-01 -9.74871039e-01]\n", " [-4.40023631e-01 -3.00597101e-01 3.54795575e-01 ... 7.97389075e-02\n", " -4.73936439e-01 -1.10018480e+00]\n", " ...\n", " [-1.02052820e+00 2.69382656e-01 -4.73106146e-01 ... -6.63192511e-01\n", " -1.45799482e+00 -3.46653670e-01]\n", " [-9.70035076e-01 -4.50126976e-02 -5.97797990e-01 ... -3.05263996e-01\n", " -1.27442646e+00 -2.80517220e-01]\n", " [-7.31441319e-01 1.76993489e-01 -4.62580770e-01 ... -1.60622299e-01\n", " -1.63460863e+00 -3.20605874e-01]]\n", "\n", " ...\n", "\n", " [[-3.73755515e-01 1.02253711e+00 1.58889472e-01 ... 4.74534214e-01\n", " -1.31081784e+00 4.50817905e-02]\n", " [-4.15890545e-01 5.00191152e-01 -4.58437860e-01 ... 4.14820373e-01\n", " -6.20655239e-01 -7.15548456e-01]\n", " [-1.25043976e+00 5.09365320e-01 -5.71035028e-01 ... 3.54912102e-01\n", " 2.43686497e-01 -2.05771971e+00]\n", " ...\n", " [ 1.33937567e-01 1.18591630e+00 -2.21703053e-01 ... -8.19470763e-01\n", " -1.67373240e+00 -3.96922529e-01]\n", " [-3.36620927e-01 1.65561998e+00 -3.78125042e-01 ... -9.67455268e-01\n", " -1.48010266e+00 -8.33307445e-01]\n", " [-2.26492420e-01 1.61784339e+00 -6.70442462e-01 ... -4.90783870e-01\n", " -1.45356917e+00 -7.17070937e-01]]\n", "\n", " [[ 1.53202403e+00 4.41652954e-01 6.33759618e-01 ... -5.39537430e-01\n", " 4.19376075e-01 -5.04041985e-02]\n", " [ 8.93777490e-01 8.93953502e-01 3.06282490e-02 ... 5.90415969e-02\n", " -2.06496209e-01 -8.48113477e-01]\n", " [-1.85601413e-02 1.04790521e+00 -1.33296037e+00 ... -1.38697088e-01\n", " -3.78795743e-01 -4.90686715e-01]\n", " ...\n", " [ 1.42756391e+00 1.06969677e-01 -4.06351686e-02 ... -3.17769870e-02\n", " -4.14600194e-01 7.00368643e-01]\n", " [ 1.12866282e+00 1.45479128e-01 -6.13726497e-01 ... 4.74917591e-01\n", " -3.98524106e-01 4.31243986e-01]\n", " [ 1.43932939e+00 1.80306792e-01 -4.28543597e-01 ... -2.50226915e-01\n", " -1.00005698e+00 3.59853417e-01]]\n", "\n", " [[ 1.49934173e+00 -1.56314656e-01 9.21741903e-01 ... -3.62420291e-01\n", " 5.56350231e-01 -1.97974458e-01]\n", " [ 1.11105156e+00 3.66512716e-01 3.55057359e-01 ... -5.42976081e-01\n", " 1.44713879e-01 -3.16760272e-01]\n", " [ 2.40488604e-01 3.81156802e-01 -5.91828823e-01 ... 3.74109328e-01\n", " -5.98297358e-01 -1.01662636e+00]\n", " ...\n", " [ 1.01586139e+00 5.02605081e-01 1.07370526e-01 ... -9.56424594e-01\n", " -4.10394579e-01 -2.67600328e-01]\n", " [ 1.18489230e+00 6.54797316e-01 1.01533532e-03 ... -8.61542225e-01\n", " -8.80386233e-02 -3.06369245e-01]\n", " [ 1.26691031e+00 4.77678001e-01 6.62612915e-03 ... -1.15857971e+00\n", " -7.06757903e-02 -1.86785877e-01]]], shape=(9, 128, 768), dtype=float32)\n" ] } ], "source": [ "print(\"Sentences:\")\n", "print(sentences)\n", "\n", "print(\"\\nBERT inputs:\")\n", "print(inputs)\n", "\n", "print(\"\\nPooled embeddings:\")\n", "print(outputs[\"pooled_output\"])\n", "\n", "print(\"\\nPer token embeddings:\")\n", "print(outputs[\"sequence_output\"])" ] }, { "cell_type": "markdown", "metadata": { "id": "ptiW2mgw6x-l" }, "source": [ "## Semantic similarity\n", "\n", "Now let's take a look at the `pooled_output` embeddings of our sentences and compare how similar they are across sentences." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2023-12-08T13:23:16.302868Z", "iopub.status.busy": "2023-12-08T13:23:16.302325Z", "iopub.status.idle": "2023-12-08T13:23:16.307708Z", "shell.execute_reply": "2023-12-08T13:23:16.307068Z" }, "id": "GXrSO2Vc1Qtr" }, "outputs": [], "source": [ "#@title Helper functions\n", "\n", "def plot_similarity(features, labels):\n", " \"\"\"Plot a similarity matrix of the embeddings.\"\"\"\n", " cos_sim = pairwise.cosine_similarity(features)\n", " sns.set(font_scale=1.2)\n", " cbar_kws=dict(use_gridspec=False, location=\"left\")\n", " g = sns.heatmap(\n", " cos_sim, xticklabels=labels, yticklabels=labels,\n", " vmin=0, vmax=1, cmap=\"Blues\", cbar_kws=cbar_kws)\n", " g.tick_params(labelright=True, labelleft=False)\n", " g.set_yticklabels(labels, rotation=0)\n", " g.set_title(\"Semantic Textual Similarity\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2023-12-08T13:23:16.311008Z", "iopub.status.busy": "2023-12-08T13:23:16.310449Z", "iopub.status.idle": "2023-12-08T13:23:17.172117Z", "shell.execute_reply": "2023-12-08T13:23:17.171319Z" }, "id": "td6jcT0pJMZ5" }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_similarity(outputs[\"pooled_output\"], sentences)" ] }, { "cell_type": "markdown", "metadata": { "id": "tJ4QCyzhSL7B" }, "source": [ "## Learn more\n", "\n", "* Find more BERT models on [TensorFlow Hub](https://tfhub.dev)\n", "* This notebook demonstrates simple inference with BERT, you can find a more advanced tutorial about fine-tuning BERT at [tensorflow.org/official_models/fine_tuning_bert](https://www.tensorflow.org/official_models/fine_tuning_bert)\n", "* We used just one GPU chip to run the model, you can learn more about how to load models using tf.distribute at [tensorflow.org/tutorials/distribute/save_and_load](https://www.tensorflow.org/tutorials/distribute/save_and_load)" ] } ], "metadata": { "accelerator": "GPU", "colab": { "collapsed_sections": [], "name": "bert_experts.ipynb", "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 0 }