Tag feed

#rlhf

26 posts2 followers

Explore Hashnode

Alternatives

Trending tags this week

RSRijul Sarinappliedailab.hashnode.dev2d ago · 12 min read

How Models Learn to Behave: SFT, RLHF, and What Alignment Means for Product

Applied AI Product Management, a supplementary post. This topic sits naturally between Post 5 (The measurement concepts every AI PM needs to own) and Post 6 (Build, buy, or API). Post 3 covered fine-t

0

SVSidharth Vijayansidiculouus-rlhf.hashnode.devApr 30 · 6 min read

Reinforcement Learning from Human Feedback (RLHF) and the Evolution of Aligned Intelligence

Author: Sidharth Vijayan Introduction In the rapidly evolving landscape of Artificial Intelligence, the transition from models that simply "predict the next word" to models that "follow instructions

0

VUVishal Uttam Manevishal-uttam-mane-reinforcement-learning.hashnode.devApr 29 · 4 min read

The Role of Reinforcement Learning in Autonomous Systems

Autonomous systems, ranging from self-driving vehicles to robotic manipulation platforms and intelligent drones, operate in dynamic and uncertain environments where pre-programmed rules are often insu

0

AAAbstract Algorithmsabstractalgorithms.devApr 18 · 30 min read

Fine-Tuning LLMs: The Complete Engineer's Guide to SFT, LoRA, and RLHF

TLDR: A pretrained LLM is a generalist. Fine-tuning makes it a specialist. Supervised Fine-Tuning (SFT) teaches it your domain's language through labeled examples. LoRA does the same with 99% fewer tr

0

RSRahul Sehrawatai-zero-to-hero.hashnode.devApr 12 · 11 min read

Pretraining, Finetuning, RLHF — The Three-Act Training Story

Here is a question you have probably never thought to ask. When you talk to ChatGPT or Claude, and the thing on the other end is unfailingly polite, stays on task, refuses things that seem dangerous, and generally behaves like an assistant — where di...

0

SHSirui Hecliolabs.hashnode.devApr 11 · 22 min read

Manifolds and Genesis

What follows is a record of a conversation between a machine learning researcher and a large language model. It began with an engineering question about how system prompts work. Where it ended, well,

0

RSRahul Sehrawatai-zero-to-hero.hashnode.devApr 12 · 10 min read

Reinforcement Learning — The Dog-Treat Model of Learning

A puppy sits in the middle of the kitchen, staring at you. You say "sit." The puppy blinks. You say it again, slower, with more conviction. The puppy scratches an ear. You say it a third time. The puppy, for reasons that will remain mysterious, final...

0

AGAditya Guptaadiyogiarts.hashnode.devMar 28 · 7 min read

Defining AI Safety Paradigms: Constitutional AI and RLHF

Originally published at adiyogiarts.com Examine AI safety in 2026, comparing Constitutional AI and Reinforcement Learning from Human Feedback (RLHF). Discover critical tradeoffs for ethical, AI development and future alignment. HOW IT WORKS Definin...

0

AAAbstract Algorithmsabstractalgorithms.devMar 9 · 14 min read

RLHF Explained: How We Teach AI to Be Nice

TLDR: A raw LLM is a super-smart parrot that read the entire internet — including its worst parts. RLHF (Reinforcement Learning from Human Feedback) is the training pipeline that transforms it from a

0

AAAbstract Algorithmsabstractalgorithms.devMar 9 · 12 min read

RLHF in Practice: From Human Preferences to Better LLM Policies

TLDR: Reinforcement Learning from Human Feedback (RLHF) helps align language models with human preferences after pretraining and SFT. The typical pipeline is: collect preference comparisons, train a r

0

#rlhf

Search Hashnode

#rlhf

Explore Hashnode

Trending tags this week

How Models Learn to Behave: SFT, RLHF, and What Alignment Means for Product

Reinforcement Learning from Human Feedback (RLHF) and the Evolution of Aligned Intelligence

The Role of Reinforcement Learning in Autonomous Systems

Fine-Tuning LLMs: The Complete Engineer's Guide to SFT, LoRA, and RLHF

Pretraining, Finetuning, RLHF — The Three-Act Training Story

Manifolds and Genesis

Reinforcement Learning — The Dog-Treat Model of Learning

Defining AI Safety Paradigms: Constitutional AI and RLHF

RLHF Explained: How We Teach AI to Be Nice

RLHF in Practice: From Human Preferences to Better LLM Policies