{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 模型\n", "\n", "列出并描述API中可用的各种模型" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## List models\n", " ``\n", " https://api.openai.com/v1/models\n", "``\n", "\n", "列出当前可用的模型，并提供关于每个模型的基本信息，例如所有者和可用性。\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "ename": "ZeroDivisionError", "evalue": "division by zero", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)", "\u001b[1;32me:\\GPTProject\\docs\\source\\examples\\openai-模型.ipynb Cell 3\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[39m1\u001b[39;49m\u001b[39m/\u001b[39;49m\u001b[39m0\u001b[39;49m\n", "\u001b[1;31mZeroDivisionError\u001b[0m: division by zero" ] } ], "source": [ "1/0\n", "## 让后面的代码不执行" ] }, { "cell_type": 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\"created\": 1629420755,\n", " \"id\": \"if-davinci:3.0.0\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"openai\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": true,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1629421809,\n", " \"group\": null,\n", " \"id\": \"snapperm-T53lssiyMWwiuJwhyO9ic53z\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"if-davinci:3.0.0\"\n", " },\n", " {\n", " \"created\": 1629498070,\n", " \"id\": \"davinci-if:3.0.0\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"openai\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": true,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1629498084,\n", " \"group\": null,\n", " \"id\": \"snapperm-s6ZIAVMwlZwrLGGClTXqSK3Q\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"davinci-if:3.0.0\"\n", " },\n", " {\n", " \"created\": 1629501914,\n", " \"id\": \"davinci-instruct-beta:2.0.0\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"openai\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": true,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1629501939,\n", " \"group\": null,\n", " \"id\": \"snapperm-c70U4TBfiOD839xptP5pJzyc\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"davinci-instruct-beta:2.0.0\"\n", " },\n", " {\n", " \"created\": 1641949608,\n", " \"id\": \"text-ada:001\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"system\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": false,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1641949610,\n", " \"group\": null,\n", " \"id\": \"snapperm-d2PSnwFG1Yn9of6PvrrhkBcU\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"text-ada:001\"\n", " },\n", " {\n", " \"created\": 1641943966,\n", " \"id\": \"text-davinci:001\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"system\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": false,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1641944340,\n", " \"group\": null,\n", " \"id\": \"snapperm-Fj1O3zkKXOQy6AkcfQXRKcWA\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"text-davinci:001\"\n", " },\n", " {\n", " \"created\": 1641955047,\n", " \"id\": \"text-curie:001\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"system\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": false,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1641955123,\n", " \"group\": null,\n", " \"id\": \"snapperm-BI9TAT6SCj43JRsUb9CYadsz\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"text-curie:001\"\n", " },\n", " {\n", " \"created\": 1642018370,\n", " \"id\": \"text-babbage:001\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"openai\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": false,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1642018480,\n", " \"group\": null,\n", " \"id\": \"snapperm-7oP3WFr9x7qf5xb3eZrVABAH\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"text-babbage:001\"\n", " }\n", " ],\n", " \"object\": \"list\"\n", "}" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Note: you need to be using OpenAI Python v0.27.0 for the code below to work\n", "import openai,os\n", "openai.api_key = os.getenv(\"OPENAI_API_KEY\")\n", "openai.Model.list()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieve model\n", "``https://api.openai.com/v1/models/{model}``\n", "\n", " 获取模型实例，提供有关模型的基本信息，例如所有者和权限。" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"created\": 1669599635,\n", " \"id\": \"text-davinci-003\",\n", " \"object\": \"model\",\n", " \"owned_by\": \"openai-internal\",\n", " \"parent\": null,\n", " \"permission\": [\n", " {\n", " \"allow_create_engine\": false,\n", " \"allow_fine_tuning\": false,\n", " \"allow_logprobs\": true,\n", " \"allow_sampling\": true,\n", " \"allow_search_indices\": false,\n", " \"allow_view\": true,\n", " \"created\": 1681951445,\n", " \"group\": null,\n", " \"id\": \"modelperm-M7zNGmS2pe87HmlYCD0tFh0W\",\n", " \"is_blocking\": false,\n", " \"object\": \"model_permission\",\n", " \"organization\": \"*\"\n", " }\n", " ],\n", " \"root\": \"text-davinci-003\"\n", "}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "openai.Model.retrieve(\"text-davinci-003\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 参数\n", "| Parameter | Type | Required | Description |\n", "|-----------|--------|----------|---------------------------------|\n", "| model | string | Required | 模型的名字 |" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.10.4 64-bit", "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": "3.10.4" }, "vscode": { "interpreter": { "hash": "369f2c481f4da34e4445cda3fffd2e751bd1c4d706f27375911949ba6bb62e1c" } } }, "nbformat": 4, "nbformat_minor": 4 }