Update README.md

Author: DefTruth

README.md

@@ -228,7 +228,7 @@ Awesome-LLM-Inference: A curated list of [📙Awesome LLM Inference Papers with
 |2024.11|🔥🔥[**SageAttention-2**] SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration(@thu-ml)|[[pdf]](https://arxiv.org/pdf/2411.10958)|[[SageAttention]](https://github.com/thu-ml/SageAttention) ![](https://img.shields.io/github/stars/thu-ml/SageAttention) | ⭐️⭐️ |
 |2024.11|🔥🔥[**Squeezed Attention**] SQUEEZED ATTENTION: Accelerating Long Context Length LLM Inference(@UC Berkeley) |[[pdf]](https://arxiv.org/pdf/2411.09688)|[[SqueezedAttention]](https://github.com/SqueezeAILab/SqueezedAttention) ![](https://img.shields.io/github/stars/SqueezeAILab/SqueezedAttention) | ⭐️⭐️ |
 |2024.12|🔥🔥[**TurboAttention**] TURBOATTENTION: EFFICIENT ATTENTION APPROXIMATION FOR HIGH THROUGHPUTS LLMS(@Microsoft)|[[pdf]](https://arxiv.org/pdf/2412.08585)| ⚠️ |⭐️⭐️ |  
-|2025.01|🔥🔥[**FFPA**] FFPA: Yet another Faster Flash Prefill Attention with O(1) SRAM complexity for headdim > 256, ~1.5x faster than SDPA EA(@DefTruth)|[[docs]](https://github.com/DefTruth/faster-prefill-attention)| [[faster-prefill-attention]](https://github.com/DefTruth/faster-prefill-attention) ![](https://img.shields.io/github/stars/DefTruth/faster-prefill-attention)|⭐️⭐️ |
+|2025.01|🔥🔥[**FFPA**] FFPA: Yet another Faster Flash Prefill Attention with O(1) SRAM complexity for headdim > 256, ~1.5x faster than SDPA EA(@DefTruth)|[[docs]](https://github.com/DefTruth/cuffpa-py)| [[cuffpa-py]](https://github.com/DefTruth/cuffpa-py) ![](https://img.shields.io/github/stars/DefTruth/cuffpa-py)|⭐️⭐️ |