微调GPT
高级
这是一个Engineering, AI领域的自动化工作流，包含 19 个节点。主要使用 If, Set, Code, Wait, Airtable 等节点，结合人工智能技术实现智能自动化。 使用Google表格或Airtable数据自动化GPT-4o微调
前置要求
- •Airtable API Key
- •可能需要目标 API 的认证凭证
- •Google Sheets API 凭证
- •OpenAI API Key
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"id": "n5I2z5PXIENtW9ri",
"meta": {
"instanceId": "78cd535d8c280c9f391d1c1efae71bb3b005620d19729d7bf9cd5c4e1509eeb2",
"templateCredsSetupCompleted": true
},
"name": "微调GPT",
"tags": [],
"nodes": [
{
"id": "fc478cd0-8d84-4e8a-b0d8-7b2a4bb6b65c",
"name": "等待",
"type": "n8n-nodes-base.wait",
"position": [
1560,
0
],
"webhookId": "441a25bb-a01c-4a27-a18b-3e242ea1c1b2",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "4a6895a6-5a5c-48f2-98ea-2c6ed1d428e3",
"name": "计划触发器",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
-180,
0
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "dec836ff-a0fb-4b6c-9ea6-e7a383343a2b",
"name": "设置GPT模型",
"type": "n8n-nodes-base.set",
"position": [
1020,
0
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "f349a57b-0720-4ef1-8b0c-4d07c7908c73",
"name": "开始微调任务",
"type": "n8n-nodes-base.httpRequest",
"position": [
1300,
0
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "857dd175-1d8b-4b11-aabd-27a9ed9519a8",
"name": "上传JSONL文件",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
740,
0
],
"parameters": {},
"typeVersion": 1.8
},
{
"id": "5b297840-c851-42a0-8490-6b8c2f77e6d2",
"name": "创建JSONL文件",
"type": "n8n-nodes-base.code",
"position": [
440,
0
],
"parameters": {},
"typeVersion": 2
},
{
"id": "5270eae1-1218-4ef6-b423-b4267df04c2f",
"name": "检查微调任务",
"type": "n8n-nodes-base.httpRequest",
"position": [
1740,
0
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "3a2349ac-836a-4145-b0f9-cf1814db5180",
"name": "如果成功",
"type": "n8n-nodes-base.if",
"position": [
1920,
0
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "5ab2283c-3c25-4c4a-a786-3bb4c7c68702",
"name": "如果失败",
"type": "n8n-nodes-base.if",
"position": [
2120,
100
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "18b2ad15-896b-48b9-a3fd-fc10214172a2",
"name": "错误：失败",
"type": "n8n-nodes-base.stopAndError",
"position": [
2300,
100
],
"parameters": {},
"typeVersion": 1
},
{
"id": "992ac7d4-c889-4d5c-8359-e85f82068144",
"name": "将微调模型添加到Airtable",
"type": "n8n-nodes-base.airtable",
"disabled": true,
"position": [
2620,
80
],
"parameters": {},
"typeVersion": 2.1
},
{
"id": "b0af9c97-b6e2-466d-9961-925685a6eb9d",
"name": "将微调模型添加到表格",
"type": "n8n-nodes-base.googleSheets",
"position": [
2620,
-120
],
"parameters": {},
"typeVersion": 4.6
},
{
"id": "abd193e2-472b-4bee-a4d5-8d78327eebe9",
"name": "从表格获取示例",
"type": "n8n-nodes-base.googleSheets",
"position": [
120,
-100
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "cc556207-aa3f-4eaa-a8f6-1bec94c055fc",
"name": "从Airtable获取示例",
"type": "n8n-nodes-base.airtable",
"disabled": true,
"position": [
120,
120
],
"parameters": {},
"typeVersion": 2.1
},
{
"id": "3d97f4cf-135c-49ba-b47c-43bfdf7ebb18",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-220,
-280
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "06bc45b5-f279-4154-b3a5-bc7690019a64",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
360,
-280
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "8d11924b-c641-40e7-8b0b-fee2db50a9c7",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
940,
-280
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "bad9fdb4-b769-48f2-9335-3b1a3a2236f5",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1500,
-280
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "2cce770f-eb21-4c86-8a19-16a2c0e37f2b",
"name": "便签4",
"type": "n8n-nodes-base.stickyNote",
"position": [
2480,
-280
],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"active": false,
"pinData": {
"Schedule Trigger": [
{
"json": {
"Hour": "04",
"Year": "2025",
"Month": "June",
"Minute": "10",
"Second": "35",
"Timezone": "America/Los_Angeles (UTC-07:00)",
"timestamp": "2025-06-10T04:10:35.192-07:00",
"Day of week": "Tuesday",
"Day of month": "10",
"Readable date": "June 10th 2025, 4:10:35 am",
"Readable time": "4:10:35 am"
}
}
]
},
"settings": {
"executionOrder": "v1"
},
"versionId": "6bd0a799-f4a7-4907-8a14-204d023f4ae6",
"connections": {
"Wait": {
"main": [
[
{
"node": "Check Fine-Tune Job",
"type": "main",
"index": 0
}
]
]
},
"If Failed": {
"main": [
[
{
"node": "Error: FAILED",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"If Succeeded": {
"main": [
[
{
"node": "Add Fine-Tuned Model to Airtable",
"type": "main",
"index": 0
},
{
"node": "Add Fine-Tuned Model to Sheet",
"type": "main",
"index": 0
}
],
[
{
"node": "If Failed",
"type": "main",
"index": 0
}
]
]
},
"Set GPT Model": {
"main": [
[
{
"node": "Begin Fine-tune Job",
"type": "main",
"index": 0
}
]
]
},
"Schedule Trigger": {
"main": [
[
{
"node": "Get Examples from Sheet",
"type": "main",
"index": 0
},
{
"node": "Get Examples from Airtable",
"type": "main",
"index": 0
}
]
]
},
"Create JSONL File": {
"main": [
[
{
"node": "Upload JSONL File",
"type": "main",
"index": 0
}
]
]
},
"Upload JSONL File": {
"main": [
[
{
"node": "Set GPT Model",
"type": "main",
"index": 0
}
]
]
},
"Begin Fine-tune Job": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Check Fine-Tune Job": {
"main": [
[
{
"node": "If Succeeded",
"type": "main",
"index": 0
}
]
]
},
"Get Examples from Sheet": {
"main": [
[
{
"node": "Create JSONL File",
"type": "main",
"index": 0
}
]
]
},
"Get Examples from Airtable": {
"main": [
[
{
"node": "Create JSONL File",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
高级 - 工程, 人工智能
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
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