Jupyter Notebook language-models

Open-source Jupyter Notebook projects categorized as language-models
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Topics: large-language-models NLP Deep Learning Natural Language Processing Pytorch
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Top 7 Jupyter Notebook language-model Projects

  • ecco

    Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

  • Get-Things-Done-with-Prompt-Engineering-and-LangChain

    LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

    • Project mention: Get-Things-Done-with-Prompt-Engineering-and-LangChain: NEW Data - star count:617.0 | /r/algoprojects | 2023-12-10

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • ontogpt

    LLM-based ontological extraction tools, including SPIRES

    • Project mention: GPT-based ontological extraction tools, including SPIRES | news.ycombinator.com | 2023-07-24

  • xmtf

    Crosslingual Generalization through Multitask Finetuning

  • adaptnlp

    An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

  • datablations

    Scaling Data-Constrained Language Models

    • Project mention: Gemini is only 1x Chinchilla, so it undertrained for production | /r/singularity | 2023-12-07

    1x chinchilla means it's not really undertrained but that more could be squeezed without excessive difficulty https://arxiv.org/abs/2305.16264

  • 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.

  • SaaSHub

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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).

Jupyter Notebook language-models related posts

  • Gemini is only 1x Chinchilla, so it undertrained for production

    1 project | /r/singularity | 7 Dec 2023

  • Chinchilla’s Death

    2 projects | news.ycombinator.com | 4 Sep 2023

  • GPT-based ontological extraction tools, including SPIRES

    1 project | news.ycombinator.com | 24 Jul 2023

  • RWKV Pile+ seems to be training on far more tokens than any LLM ever has

    1 project | /r/LocalLLaMA | 16 Jun 2023

Index

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

Project Stars
1 ecco 1,905
2 Get-Things-Done-with-Prompt-Engineering-and-LangChain 943
3 ontogpt 502
4 xmtf 494
5 adaptnlp 414
6 datablations 289
7 voice-assistant-whisper-chatgpt 219

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