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6forwater29 committed Aug 17, 2023
1 parent 59a51b4 commit 7263c55
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"cell_type": "markdown",
"metadata": {},
"source": [
"# 第二章 测量 W & B\n",
"# 第二章 测量权重和偏差 W&B\n",
"\n",
"在这一节中,我们将学习如何在机器学习训练代码中测量权重和偏差 (Weights and biases)。当我们训练机器学习模型时,很多事情都可能出错。wandb 将帮助我们监控、调试和评估我们的流水线 (pipeline)。 \n",
"只需要几行代码,我们就可以试试监控指标,CPU 和 GPU。我们可以对代码进行版本监控,重现模型检查点 (checkpoints),并在集中式的、交互式的仪表板中可视化预测。 \n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"![sprite_sample](./sprite_sample.png)"
"![sprite_sample](../../../figures/E & D-2-sprite_sample.png)"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"# 第五章 大语言模型评估以及用 W&B 追踪 \n",
"# 第五章 大语言模型评估以及用 W&B 追踪 Evaluation and Tracing \n",
"\n",
"我们会探究三个例子: \n",
"一、联合使用大语言模型 API 和 wandb 表格 \n",
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"# 获取 OpenAI 的 API\n",
"import openai\n",
"\n",
"openai.api_base = \"https://api.aiproxy.io/v1\"\n",
"openai.api_key = 'sk-Cm1o3Mt24Ityvr4BAqRiBP0Uk2RPd1jvl4IRU8IHqclClUbV'"
"# 您的OpenAI-API\n",
"openai.api_key = 'sk-XXX'"
]
},
{
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