Fine-tuning with OpenAI models

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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": "Sticky Note2", "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": "Upload File", "type": "@n8n/n8n-nodes-langchain.openAi", "position": [660, 320], "parameters": {"options": {"purpose": "fine-tune"}, "resource": "file", "binaryPropertyName": "data.jsonl"}, "credentials": {"openAiApi": {"id": "", "name": "[Your openAiApi]"}}, "typeVersion": 1.8}, {"id": "c8ec10d4-ff83-461f-94ac-45b68d298276", "name": "Create Fine-tuning Job", "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": "", "name": "[Your httpHeaderAuth]"}}, "typeVersion": 4.2}], "active": false, "pinData": {}, "settings": {"executionOrder": "v1"}, "versionId": "a4aa95f5-132b-4aa3-a7f5-3bb316e00133", "connections": {"Upload File": {"main": [[{"node": "Create Fine-tuning Job", "type": "main", "index": 0}]]}, "Google Drive": {"main": [[{"node": "Upload File", "type": "main", "index": 0}]]}, "OpenAI Chat Model": {"ai_languageModel": [[{"node": "AI Agent", "type": "ai_languageModel", "index": 0}]]}, "When chat message received": {"main": [[{"node": "AI Agent", "type": "main", "index": 0}]]}, "When clicking \u2018Test workflow\u2019": {"main": [[{"node": "Google Drive", "type": "main", "index": 0}]]}}}