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5 changes: 5 additions & 0 deletions README.md
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KTransformers is a research project focused on efficient inference and fine-tuning of large language models through CPU-GPU heterogeneous computing. The project now exposes two user-facing capabilities from the kt-kernel source tree: [Inference](./kt-kernel/README.md) and [SFT](./doc/en/SFT/KTransformers-Fine-Tuning_Quick-Start.md).

> **Model provenance:** KTransformers provides inference and fine-tuning infrastructure; it does
> not publish the training data for third-party model checkpoints used in examples. Before serving
> or fine-tuning a model, review the model provider's license, intended-use policy, and any training
> data / provenance notes published with that checkpoint.

## 🔥 Updates
* **June 21, 2026**: MiniMax-M3 Day0 Support! ([Tutorial](./doc/en/kt-kernel/MiniMax-M3-Tutorial.md))
* **June 17, 2026**: GLM-5.2 Day0 Support! ([Tutorial](./doc/en/kt-kernel/GLM-5.2-Tutorial.md))
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