Accelerating Rl Post Training Rollouts

May 25, 2026
Media Summary: Introducing system integrated guess decoding, an At Ray Summit 2025, Haoran Li from Character AI shares how the company powers its massive AI entertainment ... Learn more: Learn to align and optimize LLMs for real-world applications through

Accelerating Rl Post Training Rollouts - Detailed Analysis & Overview

Introducing system integrated guess decoding, an At Ray Summit 2025, Haoran Li from Character AI shares how the company powers its massive AI entertainment ... Learn more: Learn to align and optimize LLMs for real-world applications through Speaker: Oleksii Kuchaiev, Director of Applied Research, NVIDIA Alexandre Piché and Dzmitry Bahdanau present PipelineRL, a high-performance reinforcement learning ( At Ray Summit 2025, Tyler Griggs from UC Berkeley and Sumanth Hegde from Anyscale share how SkyRL—a modular, ...

check out prime intellect's envrionment hub to publish, explore and use Full episode: Me on twitter: Andrej Karpathy helped ...

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Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding
Speculative Decoding for Accelerated RL Post-Training Rollouts
Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding
Scaling LLM Post-Training at Character.AI | Ray Summit 2025
Learn to align LLMs through post-training in this new course with AMD!
Post-Training, Alignment, and Advanced Reasoning with Nemotron
Pipeline RL: RL training speed through the roofline
Offloading RL Rollouts from JAX to vLLM for Efficient Post-Training | JAX/OpenXLA DevLab Fall 2025
SkyRL: A Scalable and Flexible Post-Training Framework | Ray Summit 2025
2 - Deep RL and RL post-training intro
What are RLVR environments for LLMs? | Policy - Rollouts - Rubrics
Reinforcement learning is terrible – Andrej Karpathy

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Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding

Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding

This paper addresses

Speculative Decoding for Accelerated RL Post-Training Rollouts

Speculative Decoding for Accelerated RL Post-Training Rollouts

Introducing system integrated guess decoding, an

Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding

Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding

Frontier LLM의

Scaling LLM Post-Training at Character.AI | Ray Summit 2025

Scaling LLM Post-Training at Character.AI | Ray Summit 2025

At Ray Summit 2025, Haoran Li from Character AI shares how the company powers its massive AI entertainment ...

Learn to align LLMs through post-training in this new course with AMD!

Learn to align LLMs through post-training in this new course with AMD!

Learn more: https://bit.ly/47ict9O Learn to align and optimize LLMs for real-world applications through

Post-Training, Alignment, and Advanced Reasoning with Nemotron

Post-Training, Alignment, and Advanced Reasoning with Nemotron

Speaker: Oleksii Kuchaiev, Director of Applied Research, NVIDIA

Pipeline RL: RL training speed through the roofline

Pipeline RL: RL training speed through the roofline

Alexandre Piché and Dzmitry Bahdanau present PipelineRL, a high-performance reinforcement learning (

Offloading RL Rollouts from JAX to vLLM for Efficient Post-Training | JAX/OpenXLA DevLab Fall 2025

Offloading RL Rollouts from JAX to vLLM for Efficient Post-Training | JAX/OpenXLA DevLab Fall 2025

Yu-Hang Tang from Nvidia talks about

SkyRL: A Scalable and Flexible Post-Training Framework | Ray Summit 2025

SkyRL: A Scalable and Flexible Post-Training Framework | Ray Summit 2025

At Ray Summit 2025, Tyler Griggs from UC Berkeley and Sumanth Hegde from Anyscale share how SkyRL—a modular, ...

2 - Deep RL and RL post-training intro

2 - Deep RL and RL post-training intro

Then gets into

What are RLVR environments for LLMs? | Policy - Rollouts - Rubrics

What are RLVR environments for LLMs? | Policy - Rollouts - Rubrics

check out prime intellect's envrionment hub to publish, explore and use

Reinforcement learning is terrible – Andrej Karpathy

Reinforcement learning is terrible – Andrej Karpathy

Full episode: https://www.youtube.com/watch?v=lXUZvyajciY Me on twitter: https://x.com/dwarkesh_sp Andrej Karpathy helped ...

ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents

ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents

AI Agents Just Got an Upgrade