---
license: cc-by-4.0
language:
- en
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# EfficientLLM

## 🔧 TODO List

### 🧱 Core Codebase & API
> 📅 Expected Release: **Before June 1, 2025**

- [ ] Code for the whole project including pre-training, PEFT, inference, etc.
- [ ] API for evaluating model latency, memory, throughput, etc.  
- [ ] Integrate metric API into the core codebase.
- [ ] Code cleanup and documentation.

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### 🧠 PEFT Models (Parameter-Efficient Fine-Tuning)

> 📅 Development Starts: **After June 15, 2025**
- [ ] Release fine-tuned checkpoints and configuration files.

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### 📦 Pretrained Models


> 📅 Gradual Release: **Starting August 2025**

- [ ] Release base pretrained checkpoints  
- [ ] Provide scripts for inference and reproducibility.


## Star History

[![Star History Chart](https://api.star-history.com/svg?repos=DLYuanGod/EfficientLLM&type=Date)](https://www.star-history.com/#DLYuanGod/EfficientLLM&Date)