Merge pull request #11 from liyucheng09/main

LLMLingua-2

README.md

@@ -184,9 +184,10 @@ Awesome-LLM-Inference: A curated list of [📙Awesome LLM Inference Papers with
 |Date|Title|Paper|Code|Recom|
 |:---:|:---:|:---:|:---:|:---:|  
 |2023.04|🔥[**Selective-Context**] Compressing Context to Enhance Inference Efficiency of Large Language Models(@Surrey) | [[pdf]](https://arxiv.org/pdf/2310.06201.pdf)|[Selective-Context](https://github.com/liyucheng09/Selective_Context)  ![](https://img.shields.io/github/stars/liyucheng09/Selective_Context.svg?style=social)|⭐️⭐️ | 
-|2023.05|🔥[**AutoCompressor**] Adapting Language Models to Compress Contextss(@Princeton) | [[pdf]](https://arxiv.org/pdf/2305.14788.pdf)|[AutoCompressor](https://github.com/princeton-nlp/AutoCompressors)  ![](https://img.shields.io/github/stars/princeton-nlp/AutoCompressors.svg?style=social)|⭐️⭐️ | 
-|2023.10|🔥🔥[**LLMLingua**] LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models(@Microsoft) | [[pdf]](https://arxiv.org/pdf/2310.05736.pdf)|[LLMLingua](https://github.com/microsoft/LLMLingua)  ![](https://img.shields.io/github/stars/microsoft/LLMLingua.svg?style=social)|⭐️⭐️ | 
-|2023.10|🔥🔥[**LongLLMLingua**] LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression(@Microsoft) | [[pdf]](https://arxiv.org/abs/2310.06839)|[LLMLingua](https://github.com/microsoft/LLMLingua)  ![](https://img.shields.io/github/stars/microsoft/LLMLingua.svg?style=social)|⭐️⭐️ | 
+|2023.05|[**AutoCompressor**] Adapting Language Models to Compress Contextss(@Princeton) | [[pdf]](https://arxiv.org/pdf/2305.14788.pdf)|[AutoCompressor](https://github.com/princeton-nlp/AutoCompressors)  ![](https://img.shields.io/github/stars/princeton-nlp/AutoCompressors.svg?style=social)|⭐️ | 
+|2023.10|🔥[**LLMLingua**] LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models(@Microsoft) | [[pdf]](https://arxiv.org/pdf/2310.05736.pdf)|[LLMLingua](https://github.com/microsoft/LLMLingua)  ![](https://img.shields.io/github/stars/microsoft/LLMLingua.svg?style=social)|⭐️⭐️ | 
+|2023.10|🔥🔥[**LongLLMLingua**] LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression(@Microsoft) | [[pdf]](https://arxiv.org/abs/2310.06839)|[LLMLingua](https://github.com/microsoft/LLMLingua)  ![](https://img.shields.io/github/stars/microsoft/LLMLingua.svg?style=social)|⭐️⭐️ |
+|2024.03|🔥[**LLMLingua-2**] LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression(@Microsoft) | [[pdf]](https://arxiv.org/pdf/2403.12968.pdf)|[LLMLingua series](https://github.com/microsoft/LLMLingua)  ![](https://img.shields.io/github/stars/microsoft/LLMLingua.svg?style=social)|⭐️ | 
 
 ### 📖Long Context Attention/KV Cache Optimization ([©️back👆🏻](#paperlist))    
 <div id="Long-Context-Attention-KVCache"></div>