Ajuste fino con modelos de OpenAI

• •Credenciales de API de Google Drive
• •Pueden requerirse credenciales de autenticación para la API de destino
• •Clave de API de OpenAI

{
  "id": "gAzsjTGbfWuvAObi",
  "meta": {
    "instanceId": "a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462",
    "templateCredsSetupCompleted": true
  },
  "name": "Fine-tuning with OpenAI models",
  "tags": [
    {
      "id": "2VG6RbmUdJ2VZbrj",
      "name": "Google Drive",
      "createdAt": "2024-12-04T16:50:56.177Z",
      "updatedAt": "2024-12-04T16:50:56.177Z"
    },
    {
      "id": "paTcf5QZDJsC2vKY",
      "name": "OpenAI",
      "createdAt": "2024-12-04T16:52:10.768Z",
      "updatedAt": "2024-12-04T16:52:10.768Z"
    }
  ],
  "nodes": [
    {
      "id": "ff65c2db-6a94-4e56-a10c-2538c9617df6",
      "name": "Al hacer clic en 'Probar flujo de trabajo'",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        220,
        320
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "208fc618-0543-4552-bd65-9c808c879d88",
      "name": "Google Drive",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        440,
        320
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "list",
          "value": "1wvlEcbxFIENvqL-bACzlLEfy5gA6uF9J",
          "cachedResultUrl": "https://drive.google.com/file/d/1wvlEcbxFIENvqL-bACzlLEfy5gA6uF9J/view?usp=drivesdk",
          "cachedResultName": "test_fine_tuning.jsonl"
        },
        "options": {
          "binaryPropertyName": "data.jsonl",
          "googleFileConversion": {
            "conversion": {
              "docsToFormat": "application/pdf"
            }
          }
        },
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "HEy5EuZkgPZVEa9w",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "3580d925-c8c9-446f-bfa4-faae5ed3f44a",
      "name": "Agente de IA",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        500,
        800
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.7
    },
    {
      "id": "d309da46-c44e-47b7-bb46-5ee6fe7e6964",
      "name": "Al recibir mensaje en el chat",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        220,
        800
      ],
      "webhookId": "88151d03-e7f5-4c9a-8190-7cff8e849ca2",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "84b896f7-d1dd-4485-a088-3c7f8154a406",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        380,
        1000
      ],
      "parameters": {
        "model": "ft:gpt-4o-mini-2024-07-18:n3w-italia::AsVfsl7B",
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "3bff93e4-70c3-48c7-b0b3-d2a9881689c4",
      "name": "Nota adhesiva 1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        220,
        560
      ],
      "parameters": {
        "width": 556.5145228215765,
        "height": 211.35269709543567,
        "content": "# Step 2\n\nOnce the .jsonl file for training is uploaded (See the entire process here.: https://platform.openai.com/finetune/), a \"new model\" will be created and made available via your API. OpenAI will automatically train it based on the uploaded .jsonl file. If the training is successful, the new model will be accessible via API.\n\neg. ft:gpt-4o-mini-2024-07-18:n3w-italia::XXXXX7B"
      },
      "typeVersion": 1
    },
    {
      "id": "ea67edd7-986d-47cd-bc1a-5df49851e27b",
      "name": "Nota adhesiva 2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        220,
        -5.676348547717737
      ],
      "parameters": {
        "width": 777.3941908713687,
        "height": 265.161825726141,
        "content": "# Step 1\n\nCreate the training file .jsonl with the following syntax and upload it to Drive.\n\n{\"messages\": [{\"role\": \"system\", \"content\": \"You are an experienced and helpful travel assistant.\"}, {\"role\": \"user\", \"content\": \"What documents are needed to travel to the United States?\"}, {\"role\": \"assistant\", \"content\": \"To travel to the United States, you will need a valid passport and an ESTA authorization, which you can apply for online. Make sure to check the specific requirements based on your nationality.\"}]}\n....\n\nThe file will be uploaded here: https://platform.openai.com/storage/files\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "87df3b85-01ac-41db-b5b6-a236871fa4e2",
      "name": "Subir archivo",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        660,
        320
      ],
      "parameters": {
        "options": {
          "purpose": "fine-tune"
        },
        "resource": "file",
        "binaryPropertyName": "data.jsonl"
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "c8ec10d4-ff83-461f-94ac-45b68d298276",
      "name": "Crear trabajo de afinación",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        900,
        320
      ],
      "parameters": {
        "url": "https://api.openai.com/v1/fine_tuning/jobs",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"training_file\": \"{{ $json.id }}\",\n  \"model\": \"gpt-4o-mini-2024-07-18\"\n} ",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "0WeSLPyZXOxqMuzn",
          "name": "OpenAI API"
        }
      },
      "typeVersion": 4.2
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "a4aa95f5-132b-4aa3-a7f5-3bb316e00133",
  "connections": {
    "87df3b85-01ac-41db-b5b6-a236871fa4e2": {
      "main": [
        [
          {
            "node": "c8ec10d4-ff83-461f-94ac-45b68d298276",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "208fc618-0543-4552-bd65-9c808c879d88": {
      "main": [
        [
          {
            "node": "87df3b85-01ac-41db-b5b6-a236871fa4e2",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "84b896f7-d1dd-4485-a088-3c7f8154a406": {
      "ai_languageModel": [
        [
          {
            "node": "3580d925-c8c9-446f-bfa4-faae5ed3f44a",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "d309da46-c44e-47b7-bb46-5ee6fe7e6964": {
      "main": [
        [
          {
            "node": "3580d925-c8c9-446f-bfa4-faae5ed3f44a",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "ff65c2db-6a94-4e56-a10c-2538c9617df6": {
      "main": [
        [
          {
            "node": "208fc618-0543-4552-bd65-9c808c879d88",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}