twinkle
0.3.0

Usage Guide

  • Quick Start
  • Twinkle Installation
  • Server and Client
  • NPU (Ascend) Quick Start Guide
  • Twinkle Training Service on ModelScope
  • Qwen3.5 Training Best Practices

Components

  • Dataset
  • Data Format
  • Template
  • Preprocessor and Filter
  • Data Loading
  • Task Processor
  • Model
  • Sampler
  • Reward
  • Advantage
  • Gym
  • Hub
  • Checkpoint Engine
  • Metrics
  • Loss
    • Cross Entropy
    • Chunked Cross Entropy
    • DPO Loss
    • GKD Loss
    • GRPO Loss
    • MSE Loss
    • Building New Loss
  • Loss Scale
  • LRScheduler
  • Patch
  • Plugin
  • Kernel
  • Training Middleware
twinkle
  • Loss
  • View page source

Loss

  • Cross Entropy
  • Chunked Cross Entropy
  • DPO Loss
  • GKD Loss
  • GRPO Loss
  • MSE Loss
  • Building New Loss
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