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1. AcidCaos/raisetheempires AcidCaos/raisetheempires Public

   The Empires & Allies preservation project

   Python 222 52

2. Transformers-TF-from-scratch Transformers-TF-from-scratch Public

   Simple Transformers model from scratch and additional Multi Head Attention (MHA) usage implementation using Keras-Tensorflow on IMDB dataset

   Python 2

3. LLM_Ciptaker LLM_Ciptaker Public

   Final Project of Indonesia AI NLP Bootcamp: Fine Tune LLM for Ciptaker Law (a.k.a. Omnibus Law) with additional RAG testing for Law Question Answering. Deployed with Web using Node.js

   Jupyter Notebook

4. RAG_LangChain_indonesian_MBG_paper RAG_LangChain_indonesian_MBG_paper Public

   RAG Langchain with Unstructured PDF, FAISS (gpu support), Qwen3 LLM & Qwen3 Embeddings. Runable with Google Colab's free T4 GPU

   Jupyter Notebook 4

5. RAG_LangChain_Ollama_Colab RAG_LangChain_Ollama_Colab Public

   Retrieval Augmented Generation (RAG) with LangChain, Ollama, Llama-3.1 on Google Colab

   Jupyter Notebook

6. TugasProject2_TextSummarization_NLP TugasProject2_TextSummarization_NLP Public

   Tugas Project 2: Text Summarization using Transformers (NLP Batch 5 Indonesia AI, kelompok A)

   Jupyter Notebook