RAG hyperparameters to know

Reading is your quick way to success

In management, two dominant approaches often vie for attention: micromanagement and macro-management. While both have merits…

This article answers some fundamental questions about Bitcoin and politics; whether politics is good for Bitcoin or Bitcoin is best a political apartheid.

FauxRPC is a powerful tool that makes fake gRPC/gRPC-Web/Connect and REST servers from protobuf

Horribly

Run your code more. The print statement is your best friend.

So below are all the requirements we need to cater, The system is straightforward yet scalable keeping in mind the rate-limiting and user…

Learn how the Plackett-Luce model is used to derive the DPO objective.

Learn how to derive the DPO objective under the bradley-terry model.

This appendix provides a detailed mathematical derivation of Equation 4, which is central to the KL-constrained reward maximization objective in RLHF.

Learn about the key contributions of each author to the development of DPO.

Explore DPO's experimental performance in various RLHF tasks.

Discover how DPO's unique approach relates to reward models and why it offers advantages over traditional actor-critic algorithms.

Learn how DPO avoids the traditional reward modeling step and leverages a closed-form solution for efficient training.

Explore the three-phase process of Reinforcement Learning from Human Feedback (RLHF). Understand the role of human preferences in shaping AI behavior.

Learn how DPO simplifies fine-tuning language models by directly aligning them with human preferences, bypassing the complexities of reinforcement learning.

Explore how Direct Preference Optimization (DPO) simplifies fine-tuning language models by eliminating complex reinforcement learning steps

I discuss 7 topo ecosystem tools for dApp development: Aleo, dRPS, Alchemy Notify, Chainlink VRF, TenderlQDy, Hardhat, and The Graph.

See how to optimize UI performance in Unity using this detailed guide with numerous experiments, practical advice, and performance tests to back it up!