# Ktransformers

[Introduction](./README.md)
# Install & Usage
- [For kt-kernel](en/kt-kernel/kt-kernel_intro.md)
- [For kt-sft](en/SFT/KTransformers-Fine-Tuning_User-Guide.md)

# Tutorial
- [kt-sft part](en/SFT/README.md)
  - [KT-FT Fine-Tuning and Inference Loop](en/SFT/Qwen3.5-SGLang-LoRA-Serving.md)
  - [KT-FT 微调推理闭环](zh/Qwen3.5-SGLang-LoRA-Serving_zh.md)
  - [Injection Tutorial](en/SFT/injection_tutorial.md)
  - [kt-sft developer tech notes](en/SFT/KTransformers-Fine-Tuning_Developer-Technical-Notes.md)
  - [DPO tutorial](en/SFT/DPO_tutorial.md)
  <!-- - [Multi-GPU Tutorial](en/multi-gpu-tutorial.md) -->
  <!-- - [Use FP8 GPU Kernel](en/fp8_kernel.md) -->
  <!-- - [Use AMD GPU](en/ROCm.md) -->
<!-- - [Deepseek-R1/V3 Show Case/Tutorial](en/DeepseekR1_V3_tutorial.md) -->
<!-- - [Why KTransformers So Fast](en/deepseek-v2-injection.md) -->
<!-- # For Developer
- [Makefile Usage](en/makefile_usage.md) -->
- [kt-kernel part](en/kt-kernel/README.md)
  - [kt-cli](en/kt-kernel/kt-cli.md)
  - [AVX2 Backend Tutorial](en/kt-kernel/AVX2-Tutorial.md)
  - [AVX2 后端教程（中文）](zh/AVX2-Tutorial_zh.md)
# FAQ
- [FAQ](en/FAQ.md)
<!-- # V3 Reproduction
- [Success List](en/V3-success.md)
# Benchmark
- [Benchmark](en/benchmark.md) -->