Jupyter Notebook language-model

Open-source Jupyter Notebook projects categorized as language-model
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Top 22 Jupyter Notebook language-model Projects

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  1. generative-ai-for-beginners

    21 Lessons, Get Started Building with Generative AI

    Project mention: 10 GitHub Repos Every Serious Prompt Writer Should Be Using | dev.to | 2025-11-22

    View on GitHub

  2. SaaSHub

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  3. LLMs-from-scratch

    Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    Project mention: DeepSeek Sparse Attention | news.ycombinator.com | 2026-05-24

  4. StableLM

    StableLM: Stability AI Language Models

  5. PhiCookBook

    This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

  6. cookbook

    Examples, end-2-end tutorials and apps built using Liquid AI Foundational Models (LFM) and the LEAP SDK (by Liquid4All)

    Project mention: Liquid AI reveals 8B-A1B MoE trained on 38T | news.ycombinator.com | 2026-05-29

    That is where the demo lives. Or not?

    [1] https://github.com/Liquid4All/cookbook/tree/main/examples/lo...

  7. repeng

    A library for making RepE control vectors

    Project mention: DeepSeek-V4-Flash means LLM steering is interesting again | news.ycombinator.com | 2026-05-16

    This reminds me of control vectors, especially this line in the linked DwarfStar repo:

    > y = y - scale * direction[layer] * dot(direction[layer], y)

    From https://vgel.me/posts/representation-engineering/

    > A control vector is a vector (technically a list of vectors, one per layer) that you can apply to model activations during inference to control the model's behavior without additional prompting

  8. Deepdive-llama3-from-scratch

    Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.

  9. bert-sklearn

    a sklearn wrapper for Google's BERT model

  10. language-planner

    Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

  11. voice-assistant-whisper-chatgpt

    This repository will guide you to create your own Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution is created using Python & Gradio.

  12. Local-LLM-Langchain

    Load local LLMs effortlessly in a Jupyter notebook for testing purposes alongside Langchain or other agents. Contains Oobagooga and KoboldAI versions of the langchain notebooks with examples.

  13. gpt-3-simple-tutorial

    Generate SQL from Natural Language Sentences using OpenAI's GPT-3 Model

  14. smarty-gpt

    A wrapper of LLMs that biases its behaviour using prompts and contexts in a transparent manner to the end-users

  15. retention

    Language modeling with linear-cost context

    Project mention: PowerRetention: FlashAttention drop-in replacement | news.ycombinator.com | 2025-09-25

    Here’s an article I found from Manifest AI, the company behind Power Retention: https://manifestai.com/articles/what-is-power-retention/

  16. kruk

    Ukrainian instruction-tuned language models and datasets

  17. tf-transformers

    State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

  18. artificial-self-AMLD-2020

    Workshop material for the AMLD 2020 workshop on "Meet your Artificial Self: Generate text that sounds like you"

  19. minGPT-TF

    A minimal TF2 re-implementation of the OpenAI GPT training

  20. reweight-gpt

    Reweight GPT - a simple neural network using transformer architecture for next character prediction

  21. augmented-interpretable-models

    Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

  22. BLOOM-fine-tuning

    Finetune BLOOM

  23. gptq_for_langchain

    A guide about how to use GPTQ models with langchain

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source language-model projects in Jupyter Notebook? This list will help you:

# Project Stars
1 generative-ai-for-beginners 112,851
2 LLMs-from-scratch 98,779
3 StableLM 15,688
4 PhiCookBook 3,765
5 cookbook 2,117
6 repeng 742
7 Deepdive-llama3-from-scratch 629
8 bert-sklearn 301
9 language-planner 281
10 voice-assistant-whisper-chatgpt 253
11 Local-LLM-Langchain 216
12 gpt-3-simple-tutorial 183
13 smarty-gpt 138
14 retention 119
15 kruk 96
16 tf-transformers 85
17 artificial-self-AMLD-2020 82
18 minGPT-TF 57
19 reweight-gpt 56
20 augmented-interpretable-models 43
21 BLOOM-fine-tuning 40
22 gptq_for_langchain 40

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