Cover Image for πŸš€ Train the Next Generation: Capture RLHF Datasets from Agent Logs
Cover Image for πŸš€ Train the Next Generation: Capture RLHF Datasets from Agent Logs
AINative Studio - Build with AI - 2025 Personal AI Hackathon: Friday with the pitches πŸ—£οΈ and a Tech Fair πŸŽͺ on Sunday showcasing local AI community.
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πŸš€ Train the Next Generation: Capture RLHF Datasets from Agent Logs

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β€‹πŸŽ“ Class 7: Create Fine-Tuning Datasets with ZeroDB’s /rlhf/log


​Mastering the AI-Native Stack: Build Faster, Smarter with AI-Powered Tools

​This session teaches you how to turn real-world agent interactions into high-quality fine-tuning datasets using ZeroDB’s /rlhf/log API.

​
Whether you're building feedback loops, ranking agent responses, or collecting supervised training data, you’ll learn how to structure and log experiences that power better model performance.


β€‹πŸ§  What You’ll Learn

β€‹βœ… What RLHF is and why it matters for agents
βœ… How to structure reward-based and ranking logs
βœ… How to capture prompt-response-reward triplets
βœ… How to build a data flywheel for model improvement
βœ… How to store, query, and export data for training


β€‹πŸ§‘β€πŸ’» Live Coding

  • ​Log a completion + score with /rlhf/log

  • ​Add session IDs and metadata to training data

  • ​Export RLHF logs into supervised fine-tuning format

  • ​Preview example RL datasets with agent context


β€‹βš™οΈ Tools We’ll Use

  • β€‹πŸ” ZeroDB /rlhf/log endpoint

  • β€‹πŸ§  AINative Studio + RL dashboard

  • ​πŸ§ͺ OpenAI-compatible fine-tuning formatter

  • β€‹πŸ“ CSV/JSONL export for model training


​πŸ‘₯ Who Should Attend

  • ​LLM fine-tuning engineers

  • ​AI researchers

  • ​Product teams capturing user feedback

  • ​Autonomous agent platform builders


β€‹πŸ—“ When?

​Wednesdays β€” 1 hour, hands-on
Includes dataset walkthroughs, logging schema guides, and export demos


β€‹πŸŽ― Why Join This Class?

β€‹πŸ“ˆ Capture production signals to train smarter agents
πŸ“Š Build datasets without manual annotation
🧬 Drive RLHF experiments with real user context
πŸš€ Go from agent logs to fine-tuned models in weeks


β€‹βœ… Class Takeaways

  • ​Template RLHF logger (Python / JS)

  • ​Export script for training-ready datasets

  • ​RLHF reward schema best practices

  • ​Access to /rlhf/log dashboard and SDK snippet


β€‹πŸ“Œ Sign Up Now

​Spaces are limited β€” claim your ZeroDB vector storage workshop seat! πŸ‘‰ Reserve Your Spot

AINative Studio - Build with AI - 2025 Personal AI Hackathon: Friday with the pitches πŸ—£οΈ and a Tech Fair πŸŽͺ on Sunday showcasing local AI community.
Hosted By
1 Going