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"674fd9e2e4df4c47bde48de5632c7fd8", + "0958d9c84e1640938f372bef9ef18dfa", + "a62dbd0c778042fdab2cf3b66df7f091", + "3623a447f2c64bf9abca26bc45a5734d", + "5c1f2b2b0e4e4d79a2d55ccb71a50e79", + "f81cd7fa23ca4288973b91f6a8adb1c8", + "eae450ac0cb842739121a5a5aee7874f", + "a7fb983f595b40e6b8efa031c5955fbd", + "2df202bc310d40c9b4b83228dc59262c", + "fe09224da7904a4dabfa2600cc01a71b", + "97ca6e79b1524b6990cdc721374e782d", + "46b6a31138584728b81aee9236a62f2f", + "f0c23d4e7a454d04a2c4583e699ee32c", + "3763227ca32a47d49b035db90dfee3f0", + "a2f0eafcc7bf4253b52246018bf725b4", + "e229dc9b2e0849099d854d89c940a269", + "25648445de8a4b5bb91b2386feeeb63d", + "e0c1ef5a625f4fad8733ac1cd00fe0f0", + "436662ba015b4aff954db71c30038b4a", + "e61493fee9db4261ba8e134cafb4203f", + "98c054c150034f18a70f6ba5cb16a939", + "67694064dba348dea129ffda8ffd13f7", + "77cd5d6c31514546b197cdec3c3b71dd", + "5b4831b45665403d9593474de9683056", + "f5544db87b6141cba6d11d9201adb1d9", + "36dadcc9766f411e9c65c9728fc10092", + "effb2f2db597441ebfb473a5c8b33205", + "94070bfd07974bfca29b947be8f2570b", + "0d956e6f67c64764b1969ca0e1db9cc2", + "10909a79514f4c5791f830cf80751bcb" + ] + }, + "id": "OKRbrhLwk3-7", + "outputId": "8537a87c-741a-4d2e-a50b-be38778633ea" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "Downloading data files: 0%| | 0/1 [00:00" + ], + "metadata": { + "id": "U5-bhQAIvFNf" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# save to hugginface hub\n", + "\n", + "from huggingface_hub import HfApi\n", + "api = HfApi()\n", + "\n", + "api.upload_folder(\n", + " folder_path=\"/content/output/tsdae-model\",\n", + " repo_id=\"sam2ai/sbert-tsdae\",\n", + " repo_type=\"model\",\n", + ")" + ], + "metadata": { + "id": "Y-2xnhMevGWE" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "W7abrxg2mjqm" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# inference" + ], + "metadata": { + "id": "NxCrKHog3Qje" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Define your sentence transformer model using CLS pooling\n", + "from sentence_transformers import SentenceTransformer, util, models\n", + "\n", + "model_name = 'sam2ai/sbert-tsdae'\n", + "word_embedding_model = models.Transformer(model_name)\n", + "pooling_model = models.Pooling(word_embedding_model.get_word_embedding_dimension(), 'cls')\n", + "model = SentenceTransformer(modules=[word_embedding_model, pooling_model])" + ], + "metadata": { + "id": "YC3X1zQhwB0B", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 209, + "referenced_widgets": [ + "41724cdd94804077b6c43e088b0a9245", + "0feb27ebb09442ce91084c1427e0559a", + "b9d66792372440cab90b1124b26f2f7f", + "496df1e3c89a45488d9cf7e45983194f", + "1b20fbd2209f48448aaf10af36571b95", + 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"ff4a70e00d94478c87da67ec8ffb99c9", + "9d131de630c84732a2da2a5ce05bf1d4", + "3d826451832647dca7157dc0f49215ef", + "31851d8de10147f7928c9b583f189ad8", + "fa0e8c52891b41f589dc89933efe875c", + "22973c89501847dd8d4681127927f323", + "bcb43492d2af4b3e8ecde80cbe78a15a", + "bb99e9aff99d4bb693024744ce09c0bd", + "5792d494c31b4a178da335a5dae6f73b" + ] + }, + "outputId": "3f7bd260-676a-456f-b2c7-74f2ea1a38ca" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "config.json: 0%| | 0.00/658 [00:00" + ], + "metadata": { + "id": "7o45veNnvTCX" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "len(train_sentences[:10])" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "YyWgpTfKyN4b", + "outputId": "6ef05885-67a9-4f36-f994-a5fdf76e4c28" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "10" + ] + }, + "metadata": {}, + "execution_count": 19 + } + ] + }, + { + "cell_type": "code", + "source": [ + "import torch\n", + "from tqdm import tqdm\n", + "\n", + "batch_size = 10 # lower this if needed\n", + "embeddings = []\n", + "for i in tqdm(range(0, len(train_sentences), batch_size)):\n", + " batch = [document for document in train_sentences[i:i+batch_size]]\n", + " cls_embeddings = model.encode(batch, normalize_embeddings=True)\n", + " embeddings.append(cls_embeddings)" + ], + "metadata": { + "id": "w-IztSpVwq1D" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "import numpy as np\n", + "\n", + "embeddings = np.concatenate(embeddings)\n", + "print(embeddings.shape)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "pvAa9Fevzcxq", + "outputId": "de6bdb71-dfc2-4d5d-d83d-038103777618" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "(6000, 768)\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from nomic import atlas\n", + "\n", + "response = atlas.map_embeddings(\n", + " embeddings=embeddings,\n", + " name=\"Huggingface TSDAE Embeding\",\n", + " description=\"An example of building a text emb \")\n", + "\n", + "print(response)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "EYC6wyR9ymjB", + "outputId": "254300d2-e753-4087-d552-047f5012b29b" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\u001b[32m2023-12-19 11:24:49.796\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mnomic.atlas\u001b[0m:\u001b[36mmap_embeddings\u001b[0m:\u001b[36m95\u001b[0m - \u001b[33m\u001b[1mAn ID field was not specified in your data so one was generated for you in insertion order.\u001b[0m\n", + "\u001b[32m2023-12-19 11:24:51.305\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mnomic.project\u001b[0m:\u001b[36m_create_project\u001b[0m:\u001b[36m797\u001b[0m - \u001b[1mCreating project `Huggingface TSDAE Embeding` in organization `sambitsekhar`\u001b[0m\n", + "\u001b[32m2023-12-19 11:24:52.377\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mnomic.atlas\u001b[0m:\u001b[36mmap_embeddings\u001b[0m:\u001b[36m111\u001b[0m - \u001b[1mUploading embeddings to Atlas.\u001b[0m\n", + "2it [00:01, 1.28it/s]\n", + "\u001b[32m2023-12-19 11:24:54.183\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mnomic.project\u001b[0m:\u001b[36m_add_data\u001b[0m:\u001b[36m1426\u001b[0m - \u001b[1mUpload succeeded.\u001b[0m\n", + "\u001b[32m2023-12-19 11:24:54.192\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mnomic.atlas\u001b[0m:\u001b[36mmap_embeddings\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mEmbedding upload succeeded.\u001b[0m\n", + "\u001b[32m2023-12-19 11:24:55.633\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mnomic.project\u001b[0m:\u001b[36mcreate_index\u001b[0m:\u001b[36m1135\u001b[0m - \u001b[1mCreated map `Huggingface TSDAE Embeding` in project `Huggingface TSDAE Embeding`: https://atlas.nomic.ai/map/9d544104-483c-462e-a70a-dfb65debb9e3/1c401aca-13bf-4432-bebd-627ef5d51b1b\u001b[0m\n", + "\u001b[32m2023-12-19 11:24:55.637\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mnomic.atlas\u001b[0m:\u001b[36mmap_embeddings\u001b[0m:\u001b[36m142\u001b[0m - \u001b[1mHuggingface TSDAE Embeding: https://atlas.nomic.ai/map/9d544104-483c-462e-a70a-dfb65debb9e3/1c401aca-13bf-4432-bebd-627ef5d51b1b\u001b[0m\n" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Huggingface TSDAE Embeding: https://atlas.nomic.ai/map/9d544104-483c-462e-a70a-dfb65debb9e3/1c401aca-13bf-4432-bebd-627ef5d51b1b\n" + ] + } + ] + } + ] +} \ No newline at end of file