| description |
|---|
Distilabel is an AI Feedback (AIF) framework for building datasets with and for LLMs. |
You will need to have at least Python 3.9 or higher, up to Python 3.12, since support for the latter is still a work in progress.
| Configure output | |
| Bikash-Patras-MacBook:node bikashpatra$ ./configure --without-ssl | |
| Checking for program g++ or c++ : /usr/bin/g++ | |
| Checking for program cpp : /usr/bin/cpp | |
| Checking for program ar : /usr/bin/ar | |
| Checking for program ranlib : /usr/bin/ranlib | |
| Checking for g++ : ok | |
| Checking for program gcc or cc : /usr/bin/gcc | |
| Checking for program ar : /usr/bin/ar | |
| Checking for program ranlib : /usr/bin/ranlib |
help me with code to generate synthetic data using distilabel
Certainly, I can help you with code to generate synthetic data using Distilabel. Distilabel is a library for creating labeled datasets using language models. Let's create a simple example to demonstrate how to use it.
<antArtifact identifier="distilabel-synthetic-data" type="application/vnd.ant.code" language="python" title="Synthetic Data Generation with Distilabel">
help me create synthetic data with distilabel
Certainly! I'd be happy to help you create synthetic data using Distilabel. Let's walk through the process of setting up a simple pipeline to generate synthetic data. We'll use the OpenAI API for this example, but you can adjust it based on your preferred LLM provider.
Here's a step-by-step guide to create a basic synthetic data generation pipeline:
| Tried creating new npm project using cloudflare@latest | |
| `npm create cloudflare@latest new-prj -- --framework=react-router` | |
| --- 2025-05-28T06:01:29.031Z debug | |
| πͺ΅ Writing logs to "/Users/boredmgr/Library/Preferences/.wrangler/logs/wrangler-2025-05-28_06-01-28_851.log" | |
| --- | |
| --- 2025-05-28T06:01:29.031Z debug | |
| Metrics dispatcher: Posting data {"deviceId":"a5847bd1-ae19-4037-847d-da6b141f9944","event":"wrangler command started","timestamp":1748412089031,"properties":{"amplitude_session_id":1748412089025,"amplitude_event_id":0,"wranglerVersion":"4.17.0","osPlatform":"Mac OS","osVersion":"Darwin Kernel Version 21.6.0: Mon Jun 24 00:56:10 PDT 2024; root:xnu-8020.240.18.709.2~1/RELEASE_X86_64","nodeVersion":22,"packageManager":"npm","isFirstUsage":false,"configFileType":"jsonc","isCI":false,"isPagesCI":false,"isWorkersCI":false,"isInteractive":true,"hasAssets":false,"argsUsed":[],"argsCombination":"","command":"wrangler types","args":{"xJsonConfig":true,"j":true,"envInterface":"<REDACTED>","includeRuntime":true,"incl |
| { | |
| "name": "AI Funamentalist", | |
| "nodes": [ | |
| { | |
| "parameters": { | |
| "method": "POST", | |
| "url": "https://api.brightdata.com/dca/trigger", | |
| "sendQuery": true, | |
| "queryParameters": { | |
| "parameters": [ |