swift

Get Started

  • SWIFT Installation
  • Quick Start
  • Web-UI

Instruction

  • Command Line Parameters
  • Pre-training and Fine-tuning
  • GRPO
  • RLHF
  • Inference and Deployment
  • Sampling
  • Evaluation
  • Export and Push
  • 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

Customization

  • Custom Model
  • Custom Dataset
  • Pluginization

Best Practices

  • Complete GRPO Experiment Process
  • Complete Multimodal GRPO Experiment Workflow
  • Code Training with GRPO
  • Qwen3 Best Practices
  • Qwen3-VL Best Practices
  • Best Practices for Registering Multimodal Models
  • Embedding Training
  • Reranker Training
  • Best Practices for Rapidly Training Vision-Language (VL) Models
  • NPU Support
  • More Best Practices
swift
  • More Best Practices
  • View page source

More Best Practices

  • Qwen2.5 self-cognition SFT

  • Qwen2-VL Latex-OCR SFT

  • Qwen2.5-VL Grounding Task SFT

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