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🔥[ZipCache] ZipCache: Accurate and Efficient KV Cache Quantization wi…
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…th Salient Token Identification(@zhejiang University etc)
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DefTruth committed May 27, 2024
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Expand Up @@ -206,8 +206,9 @@ Awesome-LLM-Inference: A curated list of [📙Awesome LLM Inference Papers with
|2024.04|[SqueezeAttention] SQUEEZEATTENTION: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget(@lzu.edu.cn etc)|[[pdf]](https://arxiv.org/pdf/2404.04793.pdf)|[[SqueezeAttention]](https://github.com/hetailang/SqueezeAttention) ![](https://img.shields.io/github/stars/hetailang/SqueezeAttention.svg?style=social) |⭐️⭐️ |
|2024.04|[SnapKV] SnapKV: LLM Knows What You are Looking for Before Generation(@UIUC)|[[pdf]](https://arxiv.org/pdf/2404.14469)|[[SnapKV]](https://github.com/FasterDecoding/SnapKV) ![](https://img.shields.io/github/stars/FasterDecoding/SnapKV.svg?style=social)|⭐️ |
|2024.05|🔥[vAttention] vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention(@Microsoft Research India)|[[pdf]](https://arxiv.org/pdf/2405.04437)|⚠️|⭐️⭐️ |
|2024.05| [KVCache-1Bit] KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization(@Rice University)|[[pdf]](https://arxiv.org/pdf/2405.03917)|⚠️|⭐️⭐️ |
|2024.05| [KV-Runahead] KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation(@Apple etc)|[[pdf]](https://arxiv.org/pdf/2405.05329)|⚠️|⭐️⭐️ |
|2024.05|🔥[KVCache-1Bit] KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization(@Rice University)|[[pdf]](https://arxiv.org/pdf/2405.03917)|⚠️|⭐️⭐️ |
|2024.05|🔥[KV-Runahead] KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation(@Apple etc)|[[pdf]](https://arxiv.org/pdf/2405.05329)|⚠️|⭐️⭐️ |
|2024.05|🔥[ZipCache] ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification(@Zhejiang University etc)|[[pdf]](https://arxiv.org/pdf/2405.14256)|⚠️|⭐️⭐️ |


### 📖Prompt/Context Compression ([©️back👆🏻](#paperlist))
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