EasyDistill — 4 Technical Articles

Apr 10, 2026 · Artificial Intelligence

How to Supercharge Small LLM Agents with ReAct Data Construction and EasyDistill

This guide explains how to build high‑quality agent training data using ReAct trajectories, synthesize difficult samples with a data‑flywheel, and distill the knowledge into small LLMs on Alibaba Cloud PAI, covering teacher model deployment, EasyDistill installation, data generation, task solving, rubric filtering, and final model deployment.

AgentData GenerationEasyDistill

0 likes · 14 min read

How to Supercharge Small LLM Agents with ReAct Data Construction and EasyDistill

Alibaba Cloud Big Data AI Platform

Jul 23, 2025 · Artificial Intelligence

Unlock Efficient LLMs: How Alibaba’s PAI EasyDistill Powers Model Post‑Training

This article explains how Alibaba Cloud's AI platform PAI leverages the EasyDistill framework for post‑training model optimization, covering knowledge distillation concepts, data synthesis techniques, basic and advanced distillation training, the DistilQwen model family, real‑world customer cases, and step‑by‑step practical demos.

AI PlatformEasyDistillLLM optimization

0 likes · 12 min read

Unlock Efficient LLMs: How Alibaba’s PAI EasyDistill Powers Model Post‑Training

Alibaba Cloud Big Data AI Platform

Jul 23, 2025 · Artificial Intelligence

How to Distill Large Language Models for Efficient Text Generation with EasyDistill

This guide explains how to use the EasyDistill framework and Alibaba Cloud PAI to distill large language models for high‑quality text generation, covering model deployment, SFT and DPO training data construction, code examples, configuration files, and best practices for achieving resource‑efficient, high‑performance student models.

DPOEasyDistillPAI

0 likes · 14 min read

How to Distill Large Language Models for Efficient Text Generation with EasyDistill

Alibaba Cloud Big Data AI Platform

May 28, 2025 · Artificial Intelligence

How EasyDistill Simplifies LLM Knowledge Distillation for Faster, Smaller Models

EasyDistill, an open‑source toolkit from Alibaba Cloud AI Platform, streamlines knowledge distillation of large language models by offering modular data synthesis, black‑box and white‑box training, reinforcement‑learning and preference‑optimization techniques, enabling the creation of compact, high‑performance DistilQwen models and accompanying datasets.

DistilQwenEasyDistillknowledge distillation

0 likes · 17 min read

How EasyDistill Simplifies LLM Knowledge Distillation for Faster, Smaller Models