https://github.com/nuveraxgroup/openai-fine-tune-gpt-schema

OpenAI fine-tune GPTs JSON Schema validator
https://github.com/nuveraxgroup/openai-fine-tune-gpt-schema

finetune json json-schema jsonlines openai

Last synced: 3 months ago
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OpenAI fine-tune GPTs JSON Schema validator

• Host: GitHub
• URL: https://github.com/nuveraxgroup/openai-fine-tune-gpt-schema
• Owner: nuveraxgroup
• Created: 2024-08-04T15:54:17.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-08-12T04:32:40.000Z (5 months ago)
• Last Synced: 2024-09-26T19:05:11.624Z (3 months ago)
• Topics: finetune, json, json-schema, jsonlines, openai
• Language: TypeScript
• Homepage: https://codesandbox.io/p/sandbox/openai-fine-tune-gpt-schema-xqmxws
• Size: 112 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# OpenAI Fine-tune GPT JSON Schema

The file [gpt-3.5-4o.schema.json](gpt-3.5-4o.schema.json) allows us to validate JSON Lines object described on the next

[documentation](https://cookbook.openai.com/examples/chat_finetuning_data_prep) for fine-tunning using JSON Schema validators.

## How to implement validation using Node.js

Install Ajv library

```shell

npm install ajv

```

Run validation

```typescript

import Ajv from "ajv";

const ajv = new Ajv();

const sampleData = {

    messages: [

        { role: 'system', content: 'Marv is a factual...' },

        { role: 'user', content: 'Whats the...' },

        { role: 'assistant', content: 'Paris, as if...' }

    ]

};

const gpt305And4oSchema = { /* Get schema from the repository or download locally */ }

const isDataValid = ajv.validate(

    gpt305And4oSchema,

    sampleData

);

if (isDataValid) {

    console.log( "Valid fine-tune sample for gpt3.5 or 4o-mini" );

} else {

    console.error("Something is missing in your fine-tune sample:", ajv.errors);

}

```