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text-generation

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This repository provides Jupyter notebooks to interact with Mistral Large Language Models (LLMs) for tasks including chatbot development, retrieval-augmented generation, and text generation. These notebooks are designed to help users leverage Mistral models in a range of applications, from conversational AI to content generation.

  • Updated Nov 14, 2024
  • Jupyter Notebook

This repository contains Jupyter notebooks for working with Anthropic Large Language Models (LLMs), providing tools to explore chat-based interactions, retrieval-augmented generation, and text generation. These notebooks serve as a practical introduction to leveraging Anthropic models for various applications.

  • Updated Nov 14, 2024
  • Jupyter Notebook

This repository contains Jupyter notebooks to explore and utilize OpenAI's Large Language Models (LLMs) for various applications, including chatbots, retrieval-augmented generation, text generation, prompt engineering, and vector embedding. These notebooks provide a comprehensive toolkit for working with OpenAI models in diverse contexts.

  • Updated Nov 14, 2024
  • Jupyter Notebook

In this notebook, I'll construct a character-level LSTM with PyTorch. The network will train character by character on some text, then generate new text character by character. As an example, I will train on Anna Karenina. This model will be able to generate new text based on the text from the book!

  • Updated Apr 20, 2020
  • Jupyter Notebook

Explore advanced neural networks for crafting captivating headlines! Compare LSTM πŸ”„ and Transformer πŸ”€ models through interactive notebooks πŸ““ and easy-to-use wrapper classes πŸ› οΈ. Ideal for content creators and data enthusiasts aiming to automate and enhance headline generation ✨.

  • Updated Oct 6, 2025
  • Jupyter Notebook

Natural LangWiz is a repository for exploring Natural Language Processing (NLP) techniques through Jupyter notebooks. It covers everything from text preprocessing and sentiment analysis to advanced transformer models. Dive in to see how we turn raw text into actionable insights with a touch of NLP wizardry!

  • Updated Aug 25, 2025
  • Jupyter Notebook

Text generation using a character-based RNN with LSTM cells. We will work with a dataset of Shakespeare's writing from Andrej Karpathy's The Unreasonable Effectiveness of Recurrent Neural Networks. Given a sequence of characters from this data ("Shakespear"), train a model to predict the next character in the sequence ("e"). Longer sequences of …

  • Updated Sep 28, 2020
  • Python

The LLM FineTuning and Evaluation project πŸš€ enhances FLAN-T5 models for tasks like summarizing Spanish news articles πŸ‡ͺπŸ‡ΈπŸ“°. It features detailed notebooks πŸ“š on fine-tuning and evaluating models to optimize performance for specific applications. πŸ”βœ¨

  • Updated Oct 6, 2025
  • Jupyter Notebook

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