swift
Get Started
SWIFT Installation
Quick Start
Web-UI
Instruction
Command Line Parameters
Pre-training and Fine-tuning
GRPO
GKD
RLHF
Inference and Deployment
Sampling
Evaluation
Export and Push
Ray Support
Reinforced Fine-Tuning
Agent Support
Supported Models and Datasets
Using Tuners
Frequently-asked-questions
Megatron-SWIFT
Quick Start
Command Line Arguments
LoRA Training
Multimodal Models
Mcore Bridge
Megatron GRPO
GKD
Ascend NPU
NPU Accuracy Data Collection
Custom Megatron Model
Customization
Architecture Introduction
Custom Model
Custom Dataset
Best Practices
Complete GRPO Experiment Process
Complete Multimodal GRPO Experiment Workflow
Code Training with GRPO
Qwen3 Best Practices
Qwen3-VL Best Practices
Qwen3.5 Best Practices
DeepSeek-V4 Training Support
Best Practices for Registering Multimodal Models
Embedding Training
Reranker Training
Best Practices for Rapidly Training Vision-Language (VL) Models
NPU Support
Metax Support
AMD GPU Support
More Best Practices
swift
Index
Index