Sep 13, 2023 · Artificial Intelligence

Pai‑Megatron‑Patch: Design Principles, Key Features, and End‑to‑End Usage for Large Language Model Training

This article introduces the open‑source Pai‑Megatron‑Patch tool from Alibaba Cloud, explains its non‑intrusive patch architecture, enumerates supported models and features such as weight conversion, Flash‑Attention 2.0, FP8 training with Transformer Engine, and provides detailed command‑line examples for model conversion, pre‑training, supervised fine‑tuning, inference, and RLHF reinforcement learning pipelines.

Deep LearningFP8LLM

0 likes · 19 min read

Pai‑Megatron‑Patch: Design Principles, Key Features, and End‑to‑End Usage for Large Language Model Training

Alibaba Cloud Big Data AI Platform

Sep 13, 2023 · Artificial Intelligence

How Pai‑Megatron‑Patch Accelerates Large Language Model Training on Alibaba Cloud

This article introduces Pai‑Megatron‑Patch, an open‑source tool from Alibaba Cloud that streamlines large language model (LLM) training, weight conversion, FP8 mixed‑precision acceleration, and reinforcement‑learning workflows, providing detailed architecture, key features, code examples, and step‑by‑step usage instructions.

FP8LLM trainingMegatron

0 likes · 19 min read

How Pai‑Megatron‑Patch Accelerates Large Language Model Training on Alibaba Cloud