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Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jul 9, 2025 · Artificial Intelligence

Boost Large Model Performance with PAI‑ChatLearn: A High‑Performance RL Framework

PAI‑ChatLearn is a flexible, easy‑to‑use, high‑efficiency reinforcement‑learning framework on Alibaba Cloud’s AI platform that addresses usability and performance challenges of post‑training large models through features like Ray‑based scheduling, dynamic batchsize, sequence packing, MoE acceleration, and provides step‑by‑step guidance for deploying RL tasks such as Qwen‑3 on PAI‑DLC.

AI PlatformPAI-ChatLearnlarge models
0 likes · 11 min read
Boost Large Model Performance with PAI‑ChatLearn: A High‑Performance RL Framework
DataFunTalk
DataFunTalk
Jan 29, 2024 · Artificial Intelligence

PAI‑ChatLearn: A Flexible Large‑Scale RLHF Training Framework for Massive Models

The article introduces PAI‑ChatLearn, a flexible and high‑performance framework developed by Alibaba Cloud's PAI team that supports full‑pipeline RLHF training for large models, explains the evolution of parallel training strategies, details the framework’s architecture and configuration, and showcases performance results and practical usage examples.

AI FrameworkPAI-ChatLearnRLHF
0 likes · 17 min read
PAI‑ChatLearn: A Flexible Large‑Scale RLHF Training Framework for Massive Models