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Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: StarstruckAchievement: Pull SharkAchievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: StarstruckAchievement: Pull SharkAchievement: YOLO

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Organizations

@arkimedesnetwork @turinglayer

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dcarpintero/README.md

🐬 Deep-Dives & AI-Articles

📄 Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics - [repo]

📄 Building a Neural Network Classifier from the Ground Up: A Step-by-Step Guide - [repo]

🧙‍♂️ Recent Releases

📄 generative-ai-101 (v0.6.0): Annotated NBs to dive into Self-Attention, RAG, Knowledge-Graphs, ICL, Fine-Tuning & Model Optimization

🔭 In-Progress

🎶 deep-symphony:      python from-scratch implementation of a decoder model for music generation
🧭 galapagos:          AI-safety framework
🌱 *********:          stealth-project

🧮 Tech-Stack

☑️ Python, PyTorch            ☑️ GPT, Cohere, Claude, Mistral, Llama   ☑️ LangSmith, Weights & Biases 
☑️ HuggingFace Transformers   ☑️ RAG, Transfer-, In-Context Learning   ☑️ Pandas, Scikit
☑️ LangChain, LlamaIndex      ☑️ Neo4j, Pinecone, Weaviate             ☑️ Fine-Tuning, Quantization

Pinned

  1. llamaindexchat llamaindexchat Public

    LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.

    Python 35 7

  2. transformer101 transformer101 Public

    Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

    Jupyter Notebook 1

  3. dapp-real-state dapp-real-state Public

    Decentralized Digital Marketplace w/ Smart Contracts and ZKPs.

    Solidity 2

  4. st-newsapi-connector st-newsapi-connector Public

    Streamlit Data Connector to NewsAPI. Available as a PyPi package.

    Python 14 6

  5. wikisearch wikisearch Public

    Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.

    Python 9 1

  6. nn-image-classifier nn-image-classifier Public

    Python from-scratch implementation of a Neural Network Classifier. Dive into the fundamentals of approximation, non-linearity, regularization, gradients, and backpropagation.

    Jupyter Notebook 3