From 2eb172dab1eb8ccc9c5914b870780f2ee0ac507f Mon Sep 17 00:00:00 2001
From: Kartik Pandit <94665227+kartikpandit712@users.noreply.github.com>
Date: Mon, 2 Jun 2025 13:50:39 -0400
Subject: [PATCH] Update README.md

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-# TPU_Gen
-This repo contains the framework to generate the TPU and their approximate versions, leveraging the Large Language Models.
+# TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator
+
+📌 **Accepted at ICLAD 2025**
+
+This repository hosts the official implementation, dataset, and experimental results for our paper:
+
+**"TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator"**  
+Authored by Kartik Pandit, Deepak Vungarala, Mohammed Elbtity, Shaahin Angizi, Ramtin Zand, and collaborators.
+
+---
+
+## 🧠 TPU-Gen Framework Overview
+
+TPU-Gen is the first end-to-end framework that uses fine-tuned LLMs with RAG (Retrieval-Augmented Generation) to generate both **exact and approximate TPU architectures**.
+
+It consists of:
+
+- ✅ Prompt generation from user input
+- ✅ LLMs enhanced with multi-shot learning
+- ✅ RAG module for dependency fetching
+- ✅ Automated design validation and PPA reporting