mirror of https://github.com/hwchase17/langchain
You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
236 lines
63 KiB
Plaintext
236 lines
63 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "b14a24db",
|
|
"metadata": {},
|
|
"source": [
|
|
"# FireworksEmbeddings\n",
|
|
"\n",
|
|
"This notebook explains how to use Fireworks Embeddings, which is included in the langchain_fireworks package, to embed texts in langchain. We use the default nomic-ai v1.5 model in this example."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"id": "0ab948fc",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Obtaining file:///mnt/disks/data/langchain/libs/partners/fireworks\n",
|
|
" Installing build dependencies ... \u001b[?25ldone\n",
|
|
"\u001b[?25h Checking if build backend supports build_editable ... \u001b[?25ldone\n",
|
|
"\u001b[?25h Getting requirements to build editable ... \u001b[?25ldone\n",
|
|
"\u001b[?25h Preparing editable metadata (pyproject.toml) ... \u001b[?25ldone\n",
|
|
"\u001b[?25hRequirement already satisfied: aiohttp<4.0.0,>=3.9.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-fireworks==0.0.1) (3.9.3)\n",
|
|
"Requirement already satisfied: fireworks-ai<1,>=0.12.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-fireworks==0.0.1) (0.12.1)\n",
|
|
"Requirement already satisfied: langchain-core<0.2,>=0.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-fireworks==0.0.1) (0.1.25)\n",
|
|
"Requirement already satisfied: requests<3,>=2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-fireworks==0.0.1) (2.31.0)\n",
|
|
"Requirement already satisfied: aiosignal>=1.1.2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.9.1->langchain-fireworks==0.0.1) (1.3.1)\n",
|
|
"Requirement already satisfied: attrs>=17.3.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.9.1->langchain-fireworks==0.0.1) (23.1.0)\n",
|
|
"Requirement already satisfied: frozenlist>=1.1.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.9.1->langchain-fireworks==0.0.1) (1.4.0)\n",
|
|
"Requirement already satisfied: multidict<7.0,>=4.5 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.9.1->langchain-fireworks==0.0.1) (6.0.4)\n",
|
|
"Requirement already satisfied: yarl<2.0,>=1.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.9.1->langchain-fireworks==0.0.1) (1.9.2)\n",
|
|
"Requirement already satisfied: async-timeout<5.0,>=4.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.9.1->langchain-fireworks==0.0.1) (4.0.3)\n",
|
|
"Requirement already satisfied: httpx in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (0.26.0)\n",
|
|
"Requirement already satisfied: httpx-sse in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (0.4.0)\n",
|
|
"Requirement already satisfied: pydantic in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (2.4.2)\n",
|
|
"Requirement already satisfied: Pillow in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (10.2.0)\n",
|
|
"Requirement already satisfied: PyYAML>=5.3 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (6.0.1)\n",
|
|
"Requirement already satisfied: anyio<5,>=3 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (3.7.1)\n",
|
|
"Requirement already satisfied: jsonpatch<2.0,>=1.33 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (1.33)\n",
|
|
"Requirement already satisfied: langsmith<0.2.0,>=0.1.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (0.1.5)\n",
|
|
"Requirement already satisfied: packaging<24.0,>=23.2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (23.2)\n",
|
|
"Requirement already satisfied: tenacity<9.0.0,>=8.1.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (8.2.3)\n",
|
|
"Requirement already satisfied: charset-normalizer<4,>=2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain-fireworks==0.0.1) (3.3.0)\n",
|
|
"Requirement already satisfied: idna<4,>=2.5 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain-fireworks==0.0.1) (3.4)\n",
|
|
"Requirement already satisfied: urllib3<3,>=1.21.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain-fireworks==0.0.1) (2.0.6)\n",
|
|
"Requirement already satisfied: certifi>=2017.4.17 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain-fireworks==0.0.1) (2023.7.22)\n",
|
|
"Requirement already satisfied: sniffio>=1.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from anyio<5,>=3->langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (1.3.0)\n",
|
|
"Requirement already satisfied: exceptiongroup in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from anyio<5,>=3->langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (1.1.3)\n",
|
|
"Requirement already satisfied: jsonpointer>=1.9 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from jsonpatch<2.0,>=1.33->langchain-core<0.2,>=0.1->langchain-fireworks==0.0.1) (2.4)\n",
|
|
"Requirement already satisfied: annotated-types>=0.4.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from pydantic->fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (0.5.0)\n",
|
|
"Requirement already satisfied: pydantic-core==2.10.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from pydantic->fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (2.10.1)\n",
|
|
"Requirement already satisfied: typing-extensions>=4.6.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from pydantic->fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (4.8.0)\n",
|
|
"Requirement already satisfied: httpcore==1.* in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from httpx->fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (1.0.2)\n",
|
|
"Requirement already satisfied: h11<0.15,>=0.13 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from httpcore==1.*->httpx->fireworks-ai<1,>=0.12.0->langchain-fireworks==0.0.1) (0.14.0)\n",
|
|
"Building wheels for collected packages: langchain-fireworks\n",
|
|
" Building editable for langchain-fireworks (pyproject.toml) ... \u001b[?25ldone\n",
|
|
"\u001b[?25h Created wheel for langchain-fireworks: filename=langchain_fireworks-0.0.1-py3-none-any.whl size=2742 sha256=4d5d841779dea1a843c1bdda3599727ea77b88a7af6fd3b5ba59b54c7648c407\n",
|
|
" Stored in directory: /tmp/pip-ephem-wheel-cache-5n7vi9hl/wheels/61/e7/ac/5acf2c13a1a04a216a09976aba42c4d9fd12f946c516590edb\n",
|
|
"Successfully built langchain-fireworks\n",
|
|
"Installing collected packages: langchain-fireworks\n",
|
|
" Attempting uninstall: langchain-fireworks\n",
|
|
" Found existing installation: langchain-fireworks 0.0.1\n",
|
|
" Uninstalling langchain-fireworks-0.0.1:\n",
|
|
" Successfully uninstalled langchain-fireworks-0.0.1\n",
|
|
"Successfully installed langchain-fireworks-0.0.1\n",
|
|
"\n",
|
|
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n",
|
|
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
|
|
"Note: you may need to restart the kernel to use updated packages.\n",
|
|
"Requirement already satisfied: langchain in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (0.1.8)\n",
|
|
"Requirement already satisfied: PyYAML>=5.3 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (6.0.1)\n",
|
|
"Requirement already satisfied: SQLAlchemy<3,>=1.4 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (2.0.21)\n",
|
|
"Requirement already satisfied: aiohttp<4.0.0,>=3.8.3 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (3.9.3)\n",
|
|
"Requirement already satisfied: async-timeout<5.0.0,>=4.0.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (4.0.3)\n",
|
|
"Requirement already satisfied: dataclasses-json<0.7,>=0.5.7 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (0.6.1)\n",
|
|
"Requirement already satisfied: jsonpatch<2.0,>=1.33 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (1.33)\n",
|
|
"Requirement already satisfied: langchain-community<0.1,>=0.0.21 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (0.0.21)\n",
|
|
"Requirement already satisfied: langchain-core<0.2,>=0.1.24 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (0.1.25)\n",
|
|
"Requirement already satisfied: langsmith<0.2.0,>=0.1.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (0.1.5)\n",
|
|
"Requirement already satisfied: numpy<2,>=1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (1.24.4)\n",
|
|
"Requirement already satisfied: pydantic<3,>=1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (2.4.2)\n",
|
|
"Requirement already satisfied: requests<3,>=2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (2.31.0)\n",
|
|
"Requirement already satisfied: tenacity<9.0.0,>=8.1.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain) (8.2.3)\n",
|
|
"Requirement already satisfied: aiosignal>=1.1.2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (1.3.1)\n",
|
|
"Requirement already satisfied: attrs>=17.3.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (23.1.0)\n",
|
|
"Requirement already satisfied: frozenlist>=1.1.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (1.4.0)\n",
|
|
"Requirement already satisfied: multidict<7.0,>=4.5 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (6.0.4)\n",
|
|
"Requirement already satisfied: yarl<2.0,>=1.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (1.9.2)\n",
|
|
"Requirement already satisfied: marshmallow<4.0.0,>=3.18.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from dataclasses-json<0.7,>=0.5.7->langchain) (3.20.1)\n",
|
|
"Requirement already satisfied: typing-inspect<1,>=0.4.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from dataclasses-json<0.7,>=0.5.7->langchain) (0.9.0)\n",
|
|
"Requirement already satisfied: jsonpointer>=1.9 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from jsonpatch<2.0,>=1.33->langchain) (2.4)\n",
|
|
"Requirement already satisfied: anyio<5,>=3 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1.24->langchain) (3.7.1)\n",
|
|
"Requirement already satisfied: packaging<24.0,>=23.2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from langchain-core<0.2,>=0.1.24->langchain) (23.2)\n",
|
|
"Requirement already satisfied: annotated-types>=0.4.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from pydantic<3,>=1->langchain) (0.5.0)\n",
|
|
"Requirement already satisfied: pydantic-core==2.10.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from pydantic<3,>=1->langchain) (2.10.1)\n",
|
|
"Requirement already satisfied: typing-extensions>=4.6.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from pydantic<3,>=1->langchain) (4.8.0)\n",
|
|
"Requirement already satisfied: charset-normalizer<4,>=2 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain) (3.3.0)\n",
|
|
"Requirement already satisfied: idna<4,>=2.5 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain) (3.4)\n",
|
|
"Requirement already satisfied: urllib3<3,>=1.21.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain) (2.0.6)\n",
|
|
"Requirement already satisfied: certifi>=2017.4.17 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from requests<3,>=2->langchain) (2023.7.22)\n",
|
|
"Requirement already satisfied: greenlet!=0.4.17 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from SQLAlchemy<3,>=1.4->langchain) (3.0.0)\n",
|
|
"Requirement already satisfied: sniffio>=1.1 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from anyio<5,>=3->langchain-core<0.2,>=0.1.24->langchain) (1.3.0)\n",
|
|
"Requirement already satisfied: exceptiongroup in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from anyio<5,>=3->langchain-core<0.2,>=0.1.24->langchain) (1.1.3)\n",
|
|
"Requirement already satisfied: mypy-extensions>=0.3.0 in /mnt/disks/data/langchain/.venv/lib/python3.10/site-packages (from typing-inspect<1,>=0.4.0->dataclasses-json<0.7,>=0.5.7->langchain) (1.0.0)\n",
|
|
"\n",
|
|
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n",
|
|
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
|
|
"Note: you may need to restart the kernel to use updated packages.\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"%pip install --editable /mnt/disks/data/langchain/libs/partners/fireworks\n",
|
|
"%pip install langchain"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "67c637ca",
|
|
"metadata": {},
|
|
"source": [
|
|
"## import the library"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 2,
|
|
"id": "5709b030",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"from langchain_fireworks import FireworksEmbeddings"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"id": "3d81e58c",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import getpass\n",
|
|
"import os\n",
|
|
"\n",
|
|
"if \"FIREWORKS_API_KEY\" not in os.environ:\n",
|
|
" os.environ[\"FIREWORKS_API_KEY\"] = getpass.getpass(\"Fireworks API Key:\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "1756b1ba",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"embedding = FireworksEmbeddings()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "4a2a098d",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Using the Embedding Model\n",
|
|
"With `FireworksEmbeddings`, you can directly use the default model 'nomic-ai/nomic-embed-text-v1.5', or set a different one if available."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "584b9af5",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"embedding.model = 'nomic-ai/nomic-embed-text-v1.5' # or your preferred model if available"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "be18b873",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[0.31398066878318787, 0.23768827319145203, -3.560850143432617, -0.061865709722042084, 1.3444931507110596, 0.1530894637107849, 0.475311279296875, -0.07452072948217392, 0.33829429745674133, -0.4348168969154358, 0.1746816337108612, 0.6850686073303223, 1.1069071292877197, -0.1617206335067749, -0.5059171915054321, -1.2525032758712769, 0.8366630673408508, -1.4778060913085938, 0.770134449005127, -0.007839781232178211, 0.22293250262737274, -0.2344295233488083, -2.156069278717041, 0.040429532527923584, 1.718682050704956, 0.03484145179390907, -0.8860177993774414, 0.41718000173568726, -1.0245506763458252, -0.5842756032943726, 0.4600124955177307, -0.7632011771202087, 0.9716877937316895, -0.3494875431060791, -0.5461845993995667, -1.3080825805664062, 0.5151411294937134, 0.543590247631073, -0.691128134727478, 0.4622722566127777, 0.6170645952224731, 0.3446245789527893, -1.1109412908554077, -1.0195121765136719, 0.894525408744812, 0.24327364563941956, -0.15212640166282654, 1.7572059631347656, -0.18634386360645294, -0.9878910183906555, -0.2854031026363373, 0.11946968734264374, 1.0216312408447266, 1.2429567575454712, 1.6257116794586182, -0.43879085779190063, -0.013778289780020714, -0.3081594407558441, 0.7200829386711121, -2.0358810424804688, 1.995656967163086, 0.7375497817993164, -1.5538944005966187, 0.6150481104850769, 1.9467494487762451, -1.6617603302001953, -0.7633236646652222, 0.724920392036438, -0.7006205320358276, 0.538766086101532, 1.3530828952789307, 0.9909833669662476, -0.042124394327402115, -0.9301683306694031, -0.8346694111824036, -0.7665951251983643, 0.4295768737792969, -0.27848556637763977, -0.6940394043922424, 0.4535139501094818, 1.7438297271728516, -0.07217518240213394, 0.757545530796051, -0.12930020689964294, 0.9719427227973938, -0.24141940474510193, -0.7758511304855347, -1.0193729400634766, -0.43041467666625977, 1.4042167663574219, 0.5523026585578918, 0.45107370615005493, 0.9300304651260376, 0.7448879480361938, -0.6445857286453247, 1.1843950748443604, -0.5825678110122681, 0.7527133226394653, -0.5713733434677124, 0.6942477822303772, -0.04030437022447586, -0.8135385513305664, 0.1304674744606018, -0.7927401661872864, -0.4303398132324219, 0.8901641964912415, -0.27540796995162964, -1.0303826332092285, -1.138635277748108, -0.106082484126091, -0.8038821220397949, 1.1588526964187622, -0.512643575668335, 0.6052597165107727, -0.21880170702934265, -1.2350897789001465, 1.3673152923583984, -1.00883150100708, -0.8218787312507629, -0.09765694290399551, -0.6523746252059937, 0.6468263864517212, -0.17718705534934998, 1.2607263326644897, -0.23614268004894257, -0.5412604212760925, -0.7707727551460266, 0.3611200451850891, 1.1830135583877563, -0.7314115762710571, -0.8616903424263, -0.6792751550674438, -0.8964573740959167, -0.1430005580186844, 0.20159712433815002, 0.12842532992362976, 0.3852683901786804, 0.6542178988456726, -0.14191684126853943, -0.23679646849632263, -0.007124853320419788, 1.038686752319336, -0.43812981247901917, -0.16952356696128845, 0.8564887046813965, -0.3083866238594055, 1.1149541139602661, 0.1598501056432724, 0.19334229826927185, 0.2351425588130951, 0.9348396062850952, -1.1176124811172485, 0.9688223600387573, -0.11435301601886749, 0.06268767267465591, -1.4966036081314087, 0.12816782295703888, 0.3720030188560486, 0.6533686518669128, 1.58486008644104, 1.1843515634536743, 0.48788928985595703, -0.7363575100898743, 0.7678281664848328, -0.49316078424453735, -0.8289738893508911, 0.5435697436332703, 1.6346015930175781, 1.419684648513794, -0.3073022961616516, -0.8756259083747864, -0.5450402498245239, 0.5548813343048096, -0.10927683115005493, -0.7713127136230469, 0.25662365555763245, 0.733847439289093, -0.06034853309392929, 1.6566212177276611, 0.11367163807153702, -0.09673572331666946, -0.5520204305648804, 0.8261529207229614, 1.5111639499664307, -0.47277235984802246, -1.4091287851333618, 0.8755905032157898, -0.6999073028564453, -0.1349407285451889, -1.2614505290985107, -0.6710931062698364, -0.655492901802063, -1.47489333152771, -1.2255784273147583, -0.14725907146930695, -1.4504882097244263, 0.7859504818916321, 0.48054996132850647, 1.1945732831954956, 0.06704898178577423, -0.968148410320282, 0.1908039152622223, -0.6029189825057983, -0.24785491824150085, -0.6641094088554382, -0.011828613467514515, -0.35517582297325134, -0.4300307631492615, 0.23091641068458557, 0.9893487095832825, 1.0571539402008057, -0.7098919749259949, 1.348676085472107, 0.47516268491744995, 1.0704957246780396, -0.8911598920822144, 0.1949036419391632, -1.1793066263198853, -0.011172175407409668, -0.6330200433731079, 1.6237634420394897, -1.0255645513534546, -0.29827937483787537, -1.2664268016815186, -0.17372074723243713, 0.4160099923610687, -0.9669591784477234, -0.5836795568466187, -1.6194498538970947, -0.5484503507614136, 0.14573314785957336, -1.7167418003082275, 0.5935311913490295, 1.198372483253479, -0.7001066207885742, 1.116368293762207, -0.35071584582328796, 1.1277776956558228, 0.6181288957595825, 1.1823005676269531, -0.9593942761421204, 0.4242642819881439, 0.6626284718513489, -0.7224270701408386, -1.3371955156326294, 0.17824967205524445, 0.9244076609611511, -0.9659976959228516, 0.04395107179880142, 1.5919137001037598, -0.25966352224349976, 0.6339758038520813, 1.0904415845870972, 1.7194569110870361, -0.3082493245601654, -0.6505042910575867, -1.2620503902435303, -1.0487369298934937, -0.08838819712400436, -1.4187328815460205, 0.12364888191223145, -0.9671794772148132, 1.5330718755722046, -0.012919980101287365, -0.617981493473053, -0.11395511776208878, -0.7452614903450012, -0.6453567743301392, -0.5581415891647339, -0.3556329607963562, -0.6632439494132996, 0.6035934686660767, 0.2839033901691437, 0.8514193296432495, 0.6825565099716187, -1.4308743476867676, -0.37055468559265137, -0.7511709332466125, -0.6477970480918884, -0.25042495131492615, -0.1574145257472992, 0.14606735110282898, 0.17417606711387634, 1.0316575765609741, 0.12787671387195587, 0.18339833617210388, 0.2143634855747223, -0.4530056118965149, -0.11972309648990631, 0.9951637983322144, -0.08305691182613373, 0.25694042444229126, 0.919952392578125, 1.1066678762435913, -0.26116761565208435, 0.08826671540737152, 1.5221538543701172, 0.3845111131668091, 0.44533124566078186, -1.486720323562622, 0.25824064016342163, 0.3684002757072449, 0.42561396956443787, 1.1325700283050537, 0.1835828572511673, -0.14594021439552307, 0.13104446232318878, -0.9352952837944031, 2.1326730251312256, 0.1162916049361229, -1.6777585744857788, -0.25859248638153076, -0.21305768191814423, 0.4771428108215332, -1.2049881219863892, 1.273213267326355, 0.5307281613349915, 1.5332125425338745, 0.36516422033309937, -0.4075068533420563, 0.5545347332954407, -0.8973042368888855, 0.17728407680988312, -0.5693974494934082, -0.04740945249795914, 0.20016083121299744, 0.8843907117843628, 0.2804954946041107, -0.5439711213111877, -0.874191403388977, 1.5478370189666748, 1.3051960468292236, -0.14051853120326996, -0.20386269688606262, -0.46396803855895996, 0.774212658405304, -0.9776724576950073, 0.09492481499910355, -0.9222245216369629, 0.2881447970867157, 3.4984447956085205, -0.6674198508262634, -0.7628958821296692, -0.46930867433547974, 0.0045599257573485374, -0.7979187965393066, -0.4096934199333191, 0.21207456290721893, -0.13784107565879822, 0.19706669449806213, -0.38284099102020264, 0.5250037908554077, -0.5786845088005066, -0.770869255065918, 0.3105902671813965, 0.10363660007715225, 0.12300821393728256, 0.3247522711753845, 1.3605248928070068, -0.3444432020187378, -0.2791498303413391, -0.4456433355808258, 0.292461633682251, -0.4322158396244049, -0.45255619287490845, 0.5435982942581177, -0.2766028344631195, -0.48024988174438477, 0.8840193748474121, 0.3235033452510834, -0.6723925471305847, -0.017835533246397972, 0.5432829260826111, 1.1045916080474854, 0.91450434923172, 0.5599592328071594, -1.3928425312042236, -0.5717468857765198, -1.2715718746185303, 0.6123866438865662, 1.3377258777618408, -0.25985187292099, 0.6625111699104309, 0.03438838571310043, 0.8855687379837036, -1.0677416324615479, 0.6023775339126587, -0.6645621657371521, -0.18208184838294983, -0.0729118064045906, 0.282014399766922, -1.7225450277328491, -1.4081010818481445, 0.22936399281024933, 0.09770095348358154, -1.5759408473968506, 0.856043815612793, 0.554059624671936, -0.7267691493034363, 1.2078443765640259, -0.8275373578071594, -0.27234217524528503, 0.4097604751586914, 0.5154095888137817, -0.00615503778681159, 1.318635106086731, -1.0998356342315674, -0.9666887521743774, 0.7154019474983215, 0.06457635760307312, 0.27188125252723694, -0.05974649265408516, -0.8602604866027832, -1.5508732795715332, -0.8376396298408508, 0.7046403288841248, 0.7344090342521667, -1.1749029159545898, -0.34332531690597534, 0.9608864784240723, 0.9767990112304688, 0.30110856890678406, 0.6566212773323059, -0.853206992149353, -0.7836048007011414, -1.363243818283081, 0.9890798330307007, 0.10990069806575775, -0.27669471502304077, -1.601825475692749, 0.1783822476863861, -0.06049702689051628, 0.47380581498146057, 0.3249606490135193, -0.5337651968002319, 1.3302876949310303, -0.7024064660072327, 0.3944188058376312, 0.4896080493927002, 0.32215115427970886, -0.2405129373073578, -1.1557998657226562, -0.9659644961357117, -1.0184314250946045, -0.01991461031138897, 3.0302658081054688, 0.9022224545478821, 0.38440221548080444, -1.370508074760437, 0.5759228467941284, -0.33460745215415955, 0.045392606407403946, 0.23505878448486328, 0.8374896049499512, 1.0733232498168945, -0.24903956055641174, 1.3364733457565308, -0.16623623669147491, 0.14946691691875458, 1.3132457733154297, 0.045076772570610046, 0.15017057955265045, -0.07676716893911362, -0.2056581974029541, 0.3681511878967285, -0.5059963464736938, 0.7573079466819763, 0.6314737200737, -0.5380908846855164, 0.7702496647834778, -0.8585397601127625, -0.688276469707489, 1.5821056365966797, -0.6404592394828796, -0.8307927250862122, 0.5626229047775269, -0.6009964346885681, 0.08870486915111542, -0.13877299427986145, 0.5475590229034424, 0.2506934106349945, 0.8515380024909973, -0.890670657157898, -0.8286153078079224, 0.8714162707328796, 0.3464723229408264, 0.4356149733066559, -0.3421827256679535, 0.544540286064148, -0.710723876953125, 1.611755132675171, 0.6699843406677246, 0.8416765928268433, -0.41352716088294983, -0.633487343788147, -1.2428853511810303, -0.3200080692768097, -0.22123785316944122, -0.678423285484314, -0.912335216999054, 1.1480282545089722, 0.4488847255706787, 0.010430088266730309, -0.3854679763317108, -0.8007952570915222, -0.934483528137207, -0.06908927112817764, -1.8976958990097046, -1.1125054359436035, -0.884132981300354, -0.6179890036582947, 0.3265767991542816, 0.4534589350223541, 0.6730087995529175, 0.5060442686080933, -1.0522940158843994, 0.23484019935131073, 0.7729290127754211, -1.117180585861206, 0.3106289803981781, -0.08394411206245422, 0.08768284320831299, 0.6573807001113892, -0.8271087408065796, -1.7181901931762695, 0.06555546820163727, -1.058663010597229, 0.36816591024398804, 1.3104887008666992, 0.36665523052215576, 0.4213639199733734, 2.160295248031616, -0.2410016804933548, -0.28280341625213623, -0.16438642144203186, -0.6592564582824707, 0.33009594678878784, -1.2250936031341553, 0.7274500131607056, 0.9003984332084656, -1.5561755895614624, 0.21403785049915314, -0.665078341960907, 0.11387228965759277, 1.470900535583496, -0.7526288032531738, -1.392107605934143, -0.31334996223449707, -0.47196000814437866, -0.5307337045669556, 0.99134361743927, -0.8856180310249329, 0.5028874278068542, -0.9385031461715698, -0.1620560884475708, -0.7279566526412964, 0.6779556274414062, 0.012263444252312183, 0.3171737492084503, -0.8788052797317505, 0.4786222577095032, 0.10861001908779144, -0.39137572050094604, 0.7338284254074097, 0.08835090696811676, 0.0735834464430809, -0.6454222202301025, -0.2621470093727112, 1.0716265439987183, -0.22266343235969543, 0.13082250952720642, -0.7886372804641724, -0.4333125054836273, -1.3754501342773438, -0.7466655969619751, -0.3733777403831482, 0.9081748127937317, -0.27570924162864685, 0.10238315165042877, -0.6914554834365845, 0.395453542470932, -0.8925617933273315, 0.33335310220718384, 0.8126147389411926, 0.631837010383606, 0.34878402948379517, -0.5338021516799927, -0.798176109790802, -0.1368291676044464, -0.782073438167572, -0.40096479654312134, 0.06282617896795273, 0.17625875771045685, 0.013335133902728558, -0.3620932698249817, 0.2884705662727356, -0.44310861825942993, 0.06882867962121964, 0.6922799944877625, 0.32015061378479004, -0.37382012605667114, -0.4963091015815735, 1.327354073524475, -0.9466736912727356, 0.52750164270401, 0.5436244010925293, 1.0560994148254395, 1.182119607925415, 0.003765308763831854, -0.9134364128112793, 0.6689615249633789, 0.3368106186389923, -1.3378046751022339, 0.6507449150085449, 0.8778327703475952, -0.3667752146720886, 0.7719916105270386, -1.1853821277618408, -0.43355074524879456, -1.1991573572158813, 0.4772152006626129, -1.004939317703247, 0.5971124768257141, -0.5675751566886902, 0.8707854151725769, -0.7004976272583008, -0.007595318369567394, 0.3489818572998047, -0.8790792226791382, 0.7160629034042358, 0.4879634976387024, 0.6412767171859741, -0.8032070398330688, -0.48484325408935547, -0.5840071439743042, 0.08179628103971481, 0.005919009447097778, 0.4832271635532379, 0.626261293888092, 0.9471051096916199, 1.0750927925109863, -0.2381957769393921, -0.9524995684623718, 0.3396812975406647, 0.5128754377365112, 0.2527692914009094, 0.2200644314289093, 0.7761046290397644, 0.4211277961730957, -0.8418217897415161, 2.307051658630371, 1.3545856475830078, -0.3574260175228119, 0.369556188583374, 0.010537815280258656, 0.15350127220153809, -0.11488354206085205, -0.349576473236084, -0.771076500415802, -0.974767804145813, 0.30105018615722656, -0.45323801040649414, -0.3465433120727539, 0.3126801550388336, 0.7049974203109741, -0.0562695749104023, -0.06990640610456467, -0.8909873962402344, 0.5657866597175598, -1.1016842126846313, 0.8938044309616089, 0.4584636688232422, 0.8987952470779419, -0.6772449612617493, 0.39534181356430054, 0.6818912625312805, 0.07930111885070801, 0.6784061193466187, -0.8476957082748413, 0.4913206994533539, -0.9859431385993958, -0.13745343685150146, 1.6623913049697876, 0.5298457145690918, 0.10996881872415543, -1.1848299503326416, -0.5688310861587524, -1.4203161001205444, 0.6506242752075195, -0.01140320859849453, -0.4555320739746094, -1.7080285549163818, -1.1059976816177368, -0.7280162572860718, -0.17102549970149994, -0.10787781327962875, 0.941545844078064, -0.37992510199546814, -0.7486873269081116, 0.5294511914253235, 0.612972617149353, 0.3914763331413269, 0.2450675517320633, 1.0447193384170532, -0.5548096895217896, -0.21877041459083557, 0.248680979013443, -0.05029233172535896, -0.8746588826179504, -0.34848999977111816, 1.1121108531951904, -0.24663686752319336, -0.35832688212394714, 1.2350660562515259, -0.22094745934009552, 1.5031955242156982, -0.22475671768188477, -0.5989540815353394, -0.46560969948768616, 0.781893253326416, 1.0330305099487305, 0.04379861429333687, -0.7857562303543091, -1.2195899486541748, -0.18285317718982697, -0.9347406625747681, 0.7178921699523926, 0.6206984519958496, 0.7101845145225525, -0.43710190057754517, 0.5328677892684937, -0.034567154943943024, -0.0908641517162323, 0.11101682484149933, -0.08396492153406143, 0.0624607689678669, 0.30079931020736694, -0.08069794625043869, -0.4542921185493469, -0.4891110956668854, 0.15664848685264587, 0.4898252487182617, 0.7681306600570679, -0.2640169560909271, -0.27830642461776733, -0.776016354560852, -0.6531655192375183, 1.0269628763198853, 0.57698655128479, -0.5114551186561584, -0.3073371946811676, -1.0081326961517334, 0.4792323112487793, 0.6838724613189697, -1.0537182092666626, 0.7217255234718323, -0.48737964034080505, 0.034873027354478836, 2.9020862579345703, 1.0137543678283691, 1.166088342666626, -0.05439229682087898, 0.8391258120536804, 1.118233323097229, -0.6326503753662109, -1.8948192596435547, -0.19969667494297028, -0.5999617576599121]\n",
|
|
"[[-0.3308413624763489, -0.14257189631462097, -3.7363266944885254, 0.5126134753227234, 1.0656850337982178, 0.47351741790771484, 1.3163594007492065, 0.10674668848514557, 0.20267412066459656, -0.19069083034992218, 0.24785715341567993, 1.3403745889663696, 0.24987193942070007, 0.576343834400177, -1.4963082075119019, -0.9986089468002319, 0.8109695911407471, -1.7756730318069458, -0.5972646474838257, -0.5305536985397339, -0.6136707663536072, 0.10371790081262589, -1.5450581312179565, -0.6310787200927734, 3.391362190246582, -0.1098310574889183, -1.7843672037124634, 1.1989489793777466, -1.3705542087554932, -0.5632619261741638, 0.41258758306503296, -1.0129776000976562, 0.586539626121521, -1.284812331199646, 0.03761357441544533, -0.09179650247097015, 0.5099866390228271, 0.8609741926193237, 0.8573718070983887, -0.10780078172683716, -0.15050923824310303, 0.3127610385417938, 0.29773131012916565, -0.7047565579414368, 1.5495450496673584, 0.5276278853416443, 0.4523317515850067, 0.9922203421592712, 1.1948480606079102, -0.3412087559700012, -0.499573290348053, 0.015831369906663895, 0.08415907621383667, 0.11858803033828735, 0.9523900747299194, 1.2785097360610962, -0.4475802779197693, -0.08936358988285065, 1.054768443107605, -0.050138648599386215, 0.5197494029998779, 0.6195328831672668, -1.5636281967163086, 0.9002360105514526, 0.42754030227661133, -1.0758495330810547, -0.18134582042694092, 0.8750957250595093, -0.349004864692688, -0.6765905022621155, 0.9051728844642639, -0.5512968301773071, 1.8973302841186523, -0.38464298844337463, -0.20859384536743164, -0.789725661277771, 0.5843092203140259, -0.6108795404434204, -0.46524763107299805, 0.048613615334033966, 0.9058878421783447, 0.5318762063980103, 0.9454538226127625, 0.704272449016571, 1.658646583557129, -0.45278942584991455, -0.3674408793449402, -0.6875330209732056, -0.4936726987361908, 1.7523539066314697, 0.19425927102565765, 0.477718710899353, -0.013230569660663605, 1.0546537637710571, -0.448156476020813, 0.20926153659820557, -0.7108095288276672, 0.5135819315910339, -0.5776662230491638, 0.19296693801879883, 0.9182382822036743, 0.24639162421226501, -0.6548314094543457, -1.0569100379943848, -0.012536406517028809, 0.2613935172557831, 0.01737324520945549, -0.5162501931190491, -1.2304784059524536, -0.5217568278312683, -0.5872752070426941, 0.3434978425502777, -0.4671565592288971, -1.2145545482635498, -0.18748658895492554, -0.0904463604092598, 1.6012167930603027, -0.13500267267227173, 0.6873666048049927, -0.42633485794067383, -0.9279738664627075, 0.07173887640237808, 0.1769416183233261, 1.5768494606018066, -0.39880701899528503, 0.23604586720466614, -1.7332446575164795, 0.5618454217910767, -0.18176482617855072, 0.40392446517944336, -0.1573685258626938, -0.04250635579228401, 0.4115142524242401, -1.0306897163391113, -0.6770727634429932, 0.7480507493019104, 0.29160574078559875, 0.36046522855758667, -0.626735508441925, -0.8933274745941162, -0.15335975587368011, 0.062292858958244324, 0.13521364331245422, -0.5170648097991943, 0.988909125328064, -0.2894299328327179, 1.2148356437683105, -0.2815738916397095, -0.6308581829071045, 0.3332435190677643, 1.4679673910140991, -0.6373195648193359, 1.2531628608703613, -0.07976827770471573, 0.45404350757598877, -0.7428607940673828, 0.9780446887016296, 0.7047584056854248, 0.8930490016937256, 0.4118436276912689, 0.1981145143508911, -0.0257151797413826, -1.2335915565490723, 0.09881359338760376, -0.9307498931884766, -1.778033971786499, 0.06525224447250366, 1.1915557384490967, 1.4665647745132446, -1.1548607349395752, -1.369903802871704, -1.6312696933746338, -0.15297287702560425, -0.3511090874671936, -0.4858420193195343, -0.6094014644622803, -0.22140052914619446, -0.219732403755188, -0.5937653183937073, -0.5082389116287231, 0.7360935211181641, -0.16763854026794434, 0.33365780115127563, 1.0619733333587646, -0.4661874771118164, -0.8315640687942505, 0.30895382165908813, -0.23485130071640015, -1.7206437587738037, -1.092564582824707, 0.3547663390636444, -0.24657875299453735, -1.8337234258651733, -1.7780120372772217, 0.090541310608387, -2.010774850845337, 0.8375623822212219, -0.42158642411231995, 1.434869408607483, -0.08075816184282303, -0.9262440204620361, -0.568079948425293, -0.08061494678258896, 0.0005422234535217285, -0.7607897520065308, -1.286630392074585, 0.25953903794288635, -1.1448009014129639, 0.9071806073188782, -0.31323644518852234, 0.06859804689884186, 0.002738875336945057, -0.6942284107208252, 0.33823448419570923, 1.0477266311645508, -1.094416618347168, -0.5356271266937256, -0.891513466835022, -0.3991204500198364, -0.7434804439544678, 0.6437243819236755, 0.4437755346298218, 0.5240863561630249, -0.19470685720443726, 0.281308114528656, 0.2725355327129364, -1.1698567867279053, -0.9559406638145447, -1.0836296081542969, -0.3541833162307739, 0.4153880178928375, 0.04578079283237457, 1.2148747444152832, 0.16795769333839417, 0.5403814315795898, -0.025518599897623062, -0.5018550753593445, 0.4457891583442688, -0.5772345662117004, 0.2448275089263916, -0.8415585160255432, 0.1865154206752777, 0.2719650864601135, -1.097890019416809, -0.5860639810562134, -0.46341776847839355, -0.3452880084514618, 0.41059157252311707, 0.6024251580238342, 0.863459050655365, -1.6020987033843994, 0.18568772077560425, 0.5546233057975769, 1.2034218311309814, 0.36299705505371094, -1.017099380493164, -0.20873187482357025, 0.0893174558877945, 0.7703844904899597, -1.1802148818969727, -0.012121380306780338, -0.8608875870704651, 0.842035710811615, -0.7724518179893494, -1.3311874866485596, -0.6246398687362671, -1.022909164428711, -1.0476406812667847, -0.7961030006408691, -0.8795727491378784, -0.68694669008255, 0.22062049806118011, 0.025122536346316338, 0.9438008666038513, 0.11444203555583954, -0.8991589546203613, -0.29365068674087524, 0.03797034174203873, 0.09811782836914062, 0.23757727444171906, -0.21674956381320953, 0.17655666172504425, -1.079501748085022, 0.40032461285591125, 0.7459806203842163, -0.06499990820884705, 1.2989928722381592, -1.0299241542816162, -0.052444301545619965, 0.4870637357234955, 0.1646067202091217, 0.49554723501205444, 0.07805632054805756, 0.9206407070159912, 0.37209171056747437, -0.2321556806564331, 0.8984476327896118, -0.7977778911590576, 0.692630410194397, -0.25080785155296326, 0.09618903696537018, 0.6133507490158081, 0.5436155200004578, 1.9314266443252563, -0.19630861282348633, 0.08806361258029938, 1.0429354906082153, -1.0783283710479736, 0.6345270276069641, 1.2009977102279663, -0.9293907880783081, 0.7706369161605835, -0.7243519425392151, -0.18012647330760956, -0.9625111818313599, 0.5296560525894165, 1.401371955871582, 0.5225838422775269, 1.1814426183700562, -0.6505290269851685, 0.13801196217536926, -0.9807541370391846, -0.06232871115207672, -0.6472086906433105, 0.36158254742622375, 0.3590294420719147, 0.47654274106025696, 1.0120481252670288, -0.8710512518882751, -0.7194225788116455, 1.285196304321289, 1.9806756973266602, -0.6994917988777161, -0.5746241211891174, 0.8826779723167419, 0.20045766234397888, -0.09032777696847916, 0.304928183555603, -0.6298360228538513, 0.7627151012420654, -0.8030828237533569, 0.22143779695034027, 1.0328083038330078, -1.5635640621185303, 0.6569370031356812, -0.8896141648292542, 0.41127896308898926, 0.7251893281936646, -0.01844080537557602, 1.2458000183105469, -0.3482331335544586, 0.4996098279953003, -0.2130303531885147, 0.40288934111595154, 0.41551563143730164, 0.24016469717025757, 0.8162214159965515, 0.5706215500831604, 0.4074912667274475, -0.4826575517654419, 0.9732741117477417, 0.3095811605453491, -0.17483285069465637, -0.44722652435302734, 0.3903735876083374, 0.14796102046966553, -0.818282425403595, 0.5335212349891663, 1.165529489517212, 0.8705426454544067, -0.4311598837375641, 0.2960946261882782, 1.1038118600845337, 1.7667205333709717, 0.7303082346916199, 0.8491615056991577, -1.4798884391784668, 0.8628581762313843, -0.30101871490478516, 0.20049290359020233, 0.1963900923728943, -0.23756760358810425, 0.25822558999061584, -0.3027523159980774, -0.6173688173294067, 0.052549269050359726, 0.6130315065383911, -0.44598090648651123, 0.42051374912261963, -0.5910549163818359, 0.42185354232788086, -0.521693766117096, -1.3264321088790894, 1.776914119720459, 0.4938376247882843, -0.2707975208759308, 0.1894313097000122, -0.8231369853019714, -1.4852077960968018, 0.2712588310241699, 0.09967948496341705, -0.4036121666431427, -0.35797882080078125, -0.6228544116020203, -0.37957897782325745, -0.6089081168174744, -0.5383902192115784, -0.20209184288978577, 0.05975422263145447, 0.8976383209228516, 0.12002446502447128, 0.5251929759979248, -0.20413905382156372, -1.6300636529922485, -0.18236878514289856, 0.4996371269226074, 1.1928656101226807, -0.04859457165002823, 0.5120754837989807, 0.2661626935005188, -0.2628198266029358, 1.7363508939743042, -0.0683886706829071, -0.2095872014760971, -0.4243324398994446, -1.1018022298812866, 0.6262093782424927, 1.5539966821670532, 0.12382294237613678, -1.4231011867523193, -1.4143092632293701, -0.18268078565597534, 0.7238126993179321, -0.004194570705294609, -0.7103732228279114, 1.096808671951294, 0.26833200454711914, 0.9557852745056152, 0.11220758408308029, 0.15797056257724762, 0.38138437271118164, -0.3981607258319855, -1.6891924142837524, -0.07299349457025528, 1.1095374822616577, 2.784930944442749, 1.207072138786316, -0.7391476631164551, -0.5147120952606201, -0.8421124219894409, -0.09908793121576309, 0.5856780409812927, -0.33631014823913574, 0.85944664478302, 0.9636514782905579, -0.5497626066207886, 1.128024935722351, 0.6607480049133301, 0.1342281699180603, 1.8895232677459717, -0.0007352381944656372, -0.38271820545196533, 0.8058134317398071, 0.008260972797870636, 0.01826680265367031, -0.25869253277778625, 0.8844327926635742, -0.2142319679260254, -0.219252809882164, 1.6663055419921875, -1.334997296333313, -0.7714582681655884, 0.9570568799972534, -0.7233842611312866, -0.09588802605867386, 0.9956886768341064, -0.42494678497314453, 0.1008625477552414, -0.5704383254051208, 0.7747814655303955, 0.4903358221054077, 0.6858454942703247, -1.8700296878814697, -1.2198117971420288, 0.843738853931427, -0.3972361385822296, 0.6407775282859802, -0.27743086218833923, 0.885698139667511, -0.03746316209435463, 0.36371034383773804, 0.20092707872390747, 1.387771487236023, 0.08132564276456833, 0.2770501971244812, -0.5340428948402405, 0.2098310887813568, 0.3040349781513214, -0.41255563497543335, -0.9355664253234863, -0.44985321164131165, 0.1510164588689804, -0.4524548053741455, 0.24163803458213806, -0.2621970772743225, -0.8670566082000732, -0.5955597758293152, -1.469841718673706, -1.0322802066802979, -0.5592889785766602, -1.314122200012207, 0.779475212097168, 0.4737725257873535, 0.8893816471099854, 1.843412160873413, -0.34987592697143555, 0.08453245460987091, 0.01931445673108101, -1.3151520490646362, 0.8485329151153564, 0.8315573930740356, 0.12539231777191162, 0.5992947220802307, -0.26399296522140503, -1.1164820194244385, 0.4077923893928528, -1.3823169469833374, -0.8343607783317566, 1.828991174697876, 0.5060152411460876, 0.959524929523468, 0.7370287179946899, -0.4364408850669861, -0.149849534034729, -0.44547709822654724, -0.011304348707199097, -0.9490920305252075, -0.7544466853141785, 0.369266539812088, 0.8652137517929077, -1.2333346605300903, 0.8415738940238953, 0.021184366196393967, -0.59046471118927, 1.2749571800231934, -0.6122117042541504, -1.7907902002334595, 1.0718549489974976, -0.5944359302520752, -1.6041741371154785, 1.2141923904418945, -0.9152522087097168, -1.4189730882644653, -1.2035475969314575, -0.23222845792770386, -0.7023696303367615, -0.4385254383087158, -1.5288642644882202, -0.09806035459041595, -0.5736525058746338, -0.10670124739408493, 0.4309476912021637, 0.601116418838501, -0.0368315726518631, -0.4366804361343384, -1.0291765928268433, -0.9722519516944885, -0.8369305729866028, 0.2472078949213028, 0.7868956327438354, 0.5200613737106323, -1.2469933032989502, -0.0002755317836999893, -0.9292950630187988, -0.6307783722877502, 0.34884127974510193, 0.06699955463409424, 0.21126717329025269, -0.7168478965759277, -0.8583678007125854, 0.5217747092247009, -0.09956540912389755, -0.06905756890773773, 0.506001353263855, 0.48267513513565063, -0.15732716023921967, -0.04554370790719986, -0.7726153135299683, 0.363834947347641, -0.514965295791626, -0.9601141214370728, -0.33063173294067383, 0.6104433536529541, -0.26954972743988037, -0.5299525260925293, 0.06169361621141434, 0.26786136627197266, 0.09877315163612366, -0.8990619778633118, -0.47972357273101807, 0.4466768205165863, -0.4495553970336914, -0.0889611691236496, -0.7859925031661987, -0.2734343409538269, 1.0533024072647095, 0.9102622270584106, 0.43892768025398254, 0.2753189504146576, 0.2864665687084198, 1.0282264947891235, 0.7404956817626953, -1.1325725317001343, -0.5273705720901489, -0.04690953344106674, -0.16175663471221924, 1.4409065246582031, -0.7396643161773682, 0.74030601978302, -1.8580036163330078, 0.49769285321235657, -1.5840380191802979, 1.2419527769088745, 0.01772049441933632, 0.21286863088607788, 0.15883783996105194, 0.1227947548031807, -0.39038869738578796, 0.7511638402938843, 1.3004002571105957, -1.1806142330169678, -0.010456654243171215, -0.9963293075561523, -1.162797212600708, -0.9347819089889526, 0.3077439069747925, 0.004385128617286682, 0.10871152579784393, 0.33432072401046753, 1.4533895254135132, 1.3334925174713135, 0.5774719715118408, -0.26722097396850586, -0.6661486625671387, 0.8938446044921875, 0.34001079201698303, 1.2774248123168945, 2.3288371562957764, 0.7451111674308777, -0.23480087518692017, 2.1553473472595215, 0.5465914607048035, 0.09633040428161621, -1.0602554082870483, 0.4361300468444824, 0.1886148750782013, 0.6360093355178833, -0.5217584371566772, -0.4615539312362671, -0.2906405031681061, -0.6394107937812805, 0.8096612691879272, -0.9808375239372253, 0.44572797417640686, 0.23651999235153198, 0.2292485535144806, 0.4360099136829376, -0.6988659501075745, 0.1869899183511734, -2.0610015392303467, 1.0010169744491577, 0.16864177584648132, 0.7440378665924072, -0.006656654179096222, 0.032234739512205124, 0.8554941415786743, 0.7126418352127075, 0.7821006774902344, 0.504940390586853, -0.37649065256118774, -1.9414645433425903, -1.5628023147583008, 1.5792791843414307, 0.4505976438522339, 0.7704770565032959, -1.0934844017028809, -0.009823501110076904, -1.0981783866882324, 0.49095553159713745, -0.08207660913467407, -0.17422495782375336, -1.3838160037994385, -0.2270709127187729, -0.1377367079257965, 0.4207116961479187, -0.4546932578086853, 1.5929627418518066, 0.3992455303668976, -0.5549458265304565, 0.5770635008811951, -0.7283350825309753, 0.23076613247394562, 0.4483744502067566, 1.1202163696289062, -1.6826832294464111, -1.14980947971344, -0.09916114807128906, -0.34424063563346863, -0.456017404794693, -0.24848908185958862, 0.9854549169540405, 1.5104421377182007, 0.3791382312774658, 1.6042951345443726, -0.24857492744922638, -0.21022021770477295, -0.4475209712982178, -0.8318927884101868, 0.08865942060947418, 1.5238255262374878, 1.6817851066589355, 0.13967406749725342, -0.1288524568080902, 0.4927401542663574, -0.029243439435958862, -1.2771726846694946, 0.9325764775276184, -0.5393683314323425, 0.6435028314590454, -0.7584217190742493, -0.3889227509498596, -0.12795305252075195, -0.8299776911735535, 0.9078841209411621, -0.5873925089836121, 0.45325982570648193, -0.08175407350063324, -0.899985671043396, -0.4244568943977356, 0.5937893986701965, -0.4576808214187622, 1.2001376152038574, 0.18609359860420227, 0.7589361071586609, -0.19206079840660095, -0.2156703621149063, -0.09570976346731186, 1.6757416725158691, 0.6858814358711243, -0.1446065455675125, 0.3455810546875, -1.069730520248413, -0.17498333752155304, 1.108489990234375, -0.10692746937274933, 0.0777801051735878, -1.060510277748108, 0.2733081877231598, 2.6989142894744873, -1.401836633682251, 0.018421942368149757, 0.005100443959236145, 0.9318735599517822, 0.27652591466903687, -0.27227842807769775, -0.36340251564979553, -0.20305235683918, -0.9032944440841675], [0.8571793437004089, 0.13082435727119446, -4.146524906158447, -0.424906462430954, 1.2807990312576294, -0.23045474290847778, 0.7106359601020813, -1.070809245109558, 0.6605401635169983, -0.9228460788726807, -0.17975786328315735, 1.2029999494552612, 0.514946699142456, 0.27706125378608704, -0.6519752740859985, -1.0662930011749268, 1.8792551755905151, -1.722538709640503, 0.31773850321769714, -0.1683884561061859, -0.8434326648712158, 0.8955344557762146, -0.6953517198562622, -0.5969729423522949, 2.014755964279175, 0.8712948560714722, -1.0454821586608887, 1.5353814363479614, -0.6183545589447021, -0.4583473801612854, 1.1110398769378662, -0.9298796653747559, 0.7834277153015137, -1.585445523262024, -0.4096587300300598, -1.115681529045105, -0.00928138941526413, 1.3062268495559692, 0.040356412529945374, -0.18121206760406494, 0.4111242890357971, 0.8564733266830444, -0.4567115902900696, -1.1863826513290405, 1.4391673803329468, -0.5035184025764465, 0.6567813158035278, 1.7255233526229858, 1.1397039890289307, -1.3758800029754639, 0.39755114912986755, -0.7321466207504272, 0.28964418172836304, -0.09825486689805984, 1.1716599464416504, 0.17763473093509674, -0.17789790034294128, -1.1410702466964722, 1.3027077913284302, -0.5739095211029053, 0.6964461207389832, 0.23051412403583527, -1.0565322637557983, 0.49954143166542053, 1.4746348857879639, -1.7453101873397827, -1.6562836170196533, 0.720186710357666, -1.0649833679199219, 0.23603932559490204, 0.2505321204662323, -0.40047359466552734, 1.642978549003601, -0.861411988735199, -0.3413865566253662, -0.9421806335449219, 0.161099374294281, 0.19585740566253662, -0.36573323607444763, 0.3410983383655548, 1.0902539491653442, 0.5348789095878601, 1.2803471088409424, 1.3208509683609009, 1.2750259637832642, -0.48523154854774475, -0.7543002367019653, 0.02080734446644783, -1.0924263000488281, 0.9167828559875488, 1.3539561033248901, 0.8005754947662354, 0.9291210174560547, 1.1721618175506592, -0.871012806892395, 0.6188387870788574, 0.420291543006897, 0.9840038418769836, -1.698195219039917, -0.209995836019516, 0.06596677750349045, 0.4456698000431061, 0.6977107524871826, -0.945339024066925, 1.3889884948730469, -0.06576912105083466, -0.07812827825546265, 0.42353391647338867, -0.6075592041015625, 0.09733448177576065, -1.1486307382583618, 0.4239460825920105, -0.43639200925827026, -0.9401056170463562, 0.16061194241046906, -0.006386768072843552, 0.5169762372970581, -0.7429226040840149, 0.1379145085811615, -0.29150569438934326, -0.21559053659439087, 0.1793399304151535, -0.00401698425412178, 1.0801230669021606, -0.16877560317516327, 0.7007781267166138, -0.7327395677566528, 0.1295323669910431, 0.6952189207077026, 0.03314880281686783, -0.39511367678642273, -0.05518493056297302, 0.11296559870243073, -0.20880964398384094, 0.015679407864809036, -0.2491428256034851, -0.018684253096580505, -0.11250022053718567, -0.3686993718147278, -0.23226767778396606, -0.16006191074848175, -0.19319726526737213, 0.38306766748428345, 0.6163476705551147, 1.4680736064910889, -0.3424997627735138, 0.8331955075263977, 0.2799697518348694, -0.7585988640785217, 0.269960880279541, 0.8891794681549072, -0.8549440503120422, 1.016519546508789, 0.6415437459945679, 0.6096988916397095, -0.8097606301307678, -0.25692319869995117, 0.9683498740196228, 1.0615320205688477, 1.0397754907608032, 0.9932116866111755, -1.2957991361618042, -0.524247944355011, 0.23130007088184357, -0.03235573694109917, -0.43708133697509766, 0.6707273721694946, 1.1716971397399902, 0.7579532861709595, -0.28638756275177, -1.558174967765808, -1.7714192867279053, 0.5198981165885925, -0.5068144202232361, 0.5477834939956665, 0.03797822818160057, -0.5454740524291992, -0.45128417015075684, 0.7546542882919312, -0.4421781003475189, 0.7749074697494507, 0.29385828971862793, 0.6680945158004761, 1.0458420515060425, 0.4716850519180298, -1.2405959367752075, -0.1620665192604065, -0.45135411620140076, -0.5891779661178589, -1.267025113105774, 0.26625412702560425, 0.6262503266334534, -1.7725186347961426, -1.4264771938323975, -0.5553228259086609, -0.317422091960907, 0.6833195686340332, -0.2541412115097046, 1.04775869846344, 0.17638669908046722, -0.764665961265564, 0.9667736291885376, -1.031518816947937, -0.29027801752090454, -0.6570630073547363, 0.4197050631046295, -1.3250960111618042, -1.0126742124557495, 0.9636322855949402, 0.7744367122650146, 0.9448436498641968, -0.2878578305244446, 0.15360410511493683, 0.9759986400604248, 0.7496699690818787, -0.4397939145565033, 0.6973387002944946, -1.2270227670669556, -0.5369457006454468, 0.6009633541107178, 0.9198344349861145, 0.08518733829259872, 0.1714484989643097, -1.121982216835022, 0.12990757822990417, 0.027379803359508514, -0.8424477577209473, -0.9336187839508057, -1.182077169418335, -0.25489896535873413, 0.8838620781898499, -2.2445485591888428, 1.054947853088379, 0.22857600450515747, 0.3478609621524811, 0.5703255534172058, -0.5698812007904053, 0.20567990839481354, -0.05124928802251816, 0.9513176083564758, -0.061035145074129105, 0.7233746647834778, -0.009437190368771553, -1.0071280002593994, -0.1767570674419403, -0.24443906545639038, 0.17591136693954468, 0.17647366225719452, 0.9178249835968018, 1.6448529958724976, -0.4315778315067291, 0.18202318251132965, -0.16373801231384277, 1.8840562105178833, -0.03445376455783844, -0.3075306713581085, 0.6638042330741882, 0.2472611665725708, 0.27130427956581116, -1.6893459558486938, -0.01738971844315529, -1.2000377178192139, 0.36964744329452515, -0.43468260765075684, -1.2975239753723145, -0.6556029915809631, -0.96409010887146, -0.39039281010627747, -0.7138505578041077, -0.7077887058258057, -0.6739844083786011, 0.7853454351425171, 1.22169828414917, 0.8924927711486816, 0.39917027950286865, -0.053664833307266235, 0.4426409602165222, -0.9534777402877808, 0.6662217378616333, 0.9057767987251282, -0.15079283714294434, 0.13019360601902008, -0.5890412926673889, 0.6521201729774475, 0.6681437492370605, 0.2897745966911316, 0.9336358308792114, -0.6427772045135498, -0.41139209270477295, 1.2221211194992065, 0.6306813359260559, -0.22153212130069733, 0.728822648525238, 1.1253477334976196, -0.3519119918346405, 0.3741256296634674, 1.8742120265960693, -0.9564631581306458, 0.7705179452896118, -0.43249332904815674, 0.018841203302145004, -0.5160465836524963, 0.800298810005188, 1.1709706783294678, 0.6166451573371887, -0.621246337890625, 0.5621574521064758, -1.2274279594421387, 1.520721435546875, 0.6082818508148193, 0.2979598045349121, 0.131243497133255, -0.10115966200828552, -0.7675579786300659, -1.388981580734253, -0.20529894530773163, 0.2739872336387634, 0.6550374031066895, 1.9723658561706543, 0.35414808988571167, 0.13835066556930542, -0.5999594330787659, 0.6467652320861816, -0.3338330090045929, 0.29354745149612427, -0.042978182435035706, 0.48032569885253906, 0.5923749208450317, -1.3269805908203125, -0.7714606523513794, 0.7189763784408569, 1.9096155166625977, -1.1961641311645508, -1.1567256450653076, 0.40466544032096863, 0.6799978613853455, 0.06270794570446014, 0.2839438319206238, 0.08205807209014893, 0.7610753178596497, 1.555011510848999, -1.0845046043395996, 0.1622714400291443, -0.567765474319458, 0.10313567519187927, -0.3553231358528137, 0.2779179811477661, 0.26351839303970337, -0.5263373851776123, 0.40921780467033386, -1.0511877536773682, 0.10626710951328278, -0.15397706627845764, -0.2547697424888611, 0.6114646196365356, -0.2533036470413208, 0.26179689168930054, -0.5580392479896545, 0.6765334010124207, -0.4447287321090698, -0.02825242280960083, 0.30778059363365173, -0.43076837062835693, -0.2696768343448639, -0.04378402605652809, 0.4146055579185486, 0.8737753033638, -0.020112419500947, 0.6178557872772217, -0.4368186891078949, -0.7786773443222046, -0.11378169059753418, 0.1768326610326767, 1.9060373306274414, 1.4079399108886719, -0.6473402976989746, -1.5581016540527344, -0.4412994384765625, -1.494411587715149, 0.6436284184455872, 0.860790491104126, -0.981695830821991, 0.38422632217407227, -0.5184140205383301, -0.0898045003414154, -0.33285650610923767, 0.9165741205215454, -1.0678088665008545, -0.2838669419288635, -0.7726522088050842, -0.0645352378487587, 0.2544020116329193, -2.316899538040161, 0.10138395428657532, -0.7949652075767517, -0.9479306936264038, 0.7389659285545349, -0.45019251108169556, -0.9517773985862732, 0.8682418465614319, -0.9616289138793945, -1.6770093441009521, -0.05648549646139145, -0.7289944887161255, -2.2311978340148926, 0.3050243854522705, -0.6390398740768433, -0.2853756546974182, 0.025091715157032013, 0.2797819972038269, 0.0020682290196418762, 0.374116450548172, -0.25230637192726135, -1.5353426933288574, -0.11424246430397034, -0.19651499390602112, 1.5318630933761597, 0.1403801143169403, -0.8094544410705566, 1.2788947820663452, -0.36478179693222046, 1.2465041875839233, -0.0965016782283783, 0.0777493268251419, -0.22477659583091736, -0.5887610912322998, 0.5764772891998291, 0.8776732087135315, -0.6396217942237854, -2.071136236190796, -0.8695251941680908, 0.4815707206726074, 0.3884725570678711, 0.15552538633346558, -0.05197346955537796, 1.1053420305252075, 0.10811036825180054, 1.1608490943908691, 0.17219896614551544, 1.2655712366104126, 0.36702975630760193, -0.8601025938987732, -1.2299103736877441, -0.5698673725128174, 1.196268081665039, 2.791252613067627, 1.2949635982513428, -0.37379273772239685, -0.3060452342033386, -0.34152930974960327, -1.4481916427612305, 0.2841852009296417, 0.17101845145225525, 1.3793121576309204, 0.369799941778183, -0.8296564221382141, 0.7931274175643921, 0.38224858045578003, -0.12894684076309204, 1.177087426185608, -0.11825460195541382, 0.6932182312011719, 0.54542076587677, -0.6620917916297913, 0.008499165065586567, -0.5000374913215637, 0.09416771680116653, 0.22067753970623016, -0.6129257082939148, 0.6784480810165405, -0.8512209057807922, -0.6048665046691895, 1.6595622301101685, -0.7001151442527771, 0.25661998987197876, -0.37141454219818115, -0.27862924337387085, 1.3760850429534912, -0.07437454909086227, 0.8691743612289429, 0.215682715177536, -0.27512121200561523, -0.2446482926607132, -1.5980387926101685, 0.6420153379440308, -0.7424421310424805, 0.42725080251693726, -0.630202054977417, 1.589978575706482, -0.41835659742355347, 0.6132189035415649, 0.32549265027046204, 0.3622826337814331, -0.7656434774398804, 0.9355111122131348, 0.4563754200935364, 0.3518645167350769, -0.35593381524086, 0.11802083998918533, -0.7919270992279053, 0.4987867474555969, 0.6559856534004211, -0.15329165756702423, -0.5082348585128784, 0.46545690298080444, -0.559184193611145, 0.0027168523520231247, -2.152365207672119, -0.886970579624176, 0.15687379240989685, -1.32292640209198, -0.5692267417907715, 0.5609902739524841, 0.5217442512512207, 1.473205327987671, 0.24073708057403564, 0.349863201379776, -0.5758132338523865, -0.9004882574081421, -0.392115980386734, 1.431674599647522, -0.052641861140728, 0.11833873391151428, -0.5535241365432739, -1.1675336360931396, 0.22115720808506012, -0.988761842250824, 0.21009886264801025, 1.2614941596984863, 0.4082477390766144, 1.4628396034240723, 0.15624193847179413, -0.29897698760032654, -0.1117512583732605, -0.765644371509552, -1.3256652355194092, -1.010387897491455, -0.17583878338336945, 0.5263988375663757, 0.9535548090934753, -0.48948028683662415, 0.3277852237224579, 0.41566669940948486, 0.6341978907585144, 1.3567615747451782, -0.21882805228233337, -1.7323423624038696, 0.08517483621835709, -0.11852116882801056, -0.7511364221572876, 0.16603153944015503, -1.6115254163742065, -0.40848517417907715, -0.38686782121658325, -0.3361009955406189, -1.1476746797561646, 0.27887609601020813, -0.6970019340515137, -0.48057717084884644, -0.9551434516906738, 0.9136267900466919, -0.22843116521835327, 0.8408371806144714, 0.8428348302841187, -0.3506694436073303, -1.8501306772232056, -0.889104425907135, 0.15084384381771088, 1.093157172203064, -0.1304243803024292, 0.5179501175880432, -0.9121811389923096, -0.7765567302703857, 0.14776423573493958, -0.10548002272844315, 0.0862964317202568, 0.3584432601928711, 0.7130813598632812, 1.0032953023910522, -0.520590603351593, 0.8772664666175842, -0.7586615085601807, 0.4738008677959442, 0.5700122117996216, 0.0650283470749855, 0.8972436189651489, 0.012183170765638351, -1.5521352291107178, 1.2921433448791504, -1.0858441591262817, -1.1968472003936768, -0.9271905422210693, 0.40649643540382385, -0.9987834692001343, -0.422507643699646, 0.09173907339572906, -0.5237236618995667, -0.45628371834754944, 0.14095538854599, 0.5673825144767761, 1.1791439056396484, -0.9889236688613892, 1.4768997430801392, -0.9309831857681274, -1.3431949615478516, 1.0838316679000854, 0.6238244771957397, -0.061185553669929504, 0.2640805244445801, -0.5959094762802124, 0.23559162020683289, -0.6499102711677551, -0.36264339089393616, 0.9413689970970154, 0.47113630175590515, -0.6171401143074036, 1.087945818901062, -1.213428020477295, -0.1242384985089302, -0.9717156887054443, 1.349003553390503, -1.680747151374817, 0.11169604957103729, -1.2091608047485352, -0.2797630727291107, -0.11057239025831223, -0.09697958081960678, -0.46633800864219666, 0.5401126742362976, 1.6441385746002197, -1.4068310260772705, 0.2555624842643738, -1.5958151817321777, -0.6031370759010315, -1.7416101694107056, 0.4861431121826172, -0.36850911378860474, -0.2315947711467743, -0.14828833937644958, 0.4295346736907959, -0.12109740823507309, 0.4956659972667694, -0.6186922788619995, -0.30969372391700745, 1.0390968322753906, 0.11380341649055481, 1.0980098247528076, 0.6961668729782104, 0.8337233066558838, 0.32865023612976074, 1.9978399276733398, 1.205607533454895, -0.22473964095115662, -0.48778778314590454, 0.48662325739860535, 1.1476118564605713, 2.0821776390075684, -0.5735833048820496, 0.6336243748664856, -0.04830256104469299, -0.5504890084266663, 0.3067428171634674, -0.6326001882553101, 0.6805911660194397, 0.4488224685192108, -0.10474099218845367, -0.8156788945198059, -1.7696722745895386, -0.6414528489112854, -0.6519477367401123, 1.4793089628219604, 0.4886559247970581, -0.09201929718255997, -0.5547423958778381, 0.03074261173605919, 0.6343339681625366, 0.6359850168228149, 0.827562153339386, 0.2208484709262848, -0.289617121219635, -1.1186405420303345, -0.9463638663291931, 1.6068850755691528, 0.4274287819862366, 0.20479825139045715, -0.49365779757499695, 0.2632816433906555, -0.2899973392486572, -0.48264244198799133, -0.17894676327705383, -0.1696355938911438, -0.2611449658870697, 0.04785873740911484, -0.6475591659545898, 0.1364937126636505, 0.4092414379119873, 1.070839524269104, -1.2725576162338257, 0.2205413281917572, 0.1747255176305771, -1.1966462135314941, 1.3169031143188477, 0.04575203359127045, 0.7780752182006836, -1.4706883430480957, -1.1162885427474976, -0.786100447177887, -0.8321781158447266, 0.36250239610671997, 0.15912675857543945, 1.0367679595947266, 0.863156795501709, 0.01469949260354042, 2.446885585784912, -0.12838996946811676, 0.5898988246917725, -0.5429068803787231, -1.960957646369934, -0.46032828092575073, -0.029573315754532814, 0.9989469051361084, -0.30576375126838684, -0.842844545841217, -0.5534126162528992, 0.20369689166545868, -1.3418413400650024, 0.4425915479660034, -0.3904646337032318, 0.30458855628967285, 0.039020948112010956, 0.13400818407535553, 0.01408117264509201, -0.6935292482376099, 0.2788553237915039, -0.3147294819355011, -0.2959049642086029, -0.6556394696235657, -0.30692222714424133, -0.7119704484939575, -0.6419566869735718, 1.0858758687973022, 0.43597081303596497, 0.5193955302238464, 0.8743728399276733, -0.19618305563926697, -0.8470311164855957, -0.650057315826416, 1.1163818836212158, 1.080052137374878, -0.0950961634516716, 0.2525178790092468, -0.39230918884277344, -0.395338237285614, 0.38711780309677124, -0.27762454748153687, 0.035749614238739014, -1.2203943729400635, 0.7413920760154724, 2.9076786041259766, -0.1736368089914322, 0.04001506417989731, -0.07730968296527863, 0.32497158646583557, 0.20935514569282532, -0.30994459986686707, -1.2704780101776123, -0.5586979389190674, -0.9911466240882874]]\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"res_query = embedding.embed_query(\"The test information\")\n",
|
|
"res_document = embedding.embed_documents([\"test1\", \"another test\"])\n",
|
|
"print(res_query)\n",
|
|
"print(res_document)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "a955e866",
|
|
"metadata": {},
|
|
"source": [
|
|
"TODO: support Matryoshka embeddings through the LangChain code"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"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": "3.10.12"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|