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@snipaid-nlg

snipaid-nlg

Logo: Brain with green-wired synapses, next to it the text 'SnipAId'

✍🏼 Hi there and welcome to our space

We built a tool that generates text snippets from journalistic texts.

Demo-Video.mp4

Why Text Snippets?

There are various text snippets for journalistic texts online. To name just a few:

  • title and teaser
  • social media posts
  • newsletter summaries
  • search engine result page texts

They all target a different audience, have different length and style. Writing them is tedious work.
SnipAId automates this process to free up time for the writer!

Repository Index

Here's a brief guide to our repositories and what's inside.

Model server:

Webapp:

  • 💻 web-app: A web app editor that generates title and teaser snippets for you.
  • 🔗 demo: A demo that can be hosted with netlify.

Plugins:

  • 🧩 wp-plugin: A wordpress plugin to receive text and snippets from the webapp.

Ressources and training:

  • 🧠 models: A collection of available large language models for natural language generation.
  • 📄 datasets: A collecting of datasets and notebooks for evaluation.
  • ⚗️ gptj-model-tuning: A collection of jupyter notebooks for GPT-J finetuning.
  • 🦾 igel-lora-finetune: A repository for parameter-efficient instruction fine-tuning of IGEL with LoRA adapters.

🎉 Live Demo

Our demo is live at snipaid.tech.
Check it out and generate some snippets yourself.

Currently supported features

GPT-J BLOOMZ Snip-IGEL
headline
teaser
summary
keywords
SERP
tweet
  • Wordpress Integration

📝 Blog

Our blog is the place for you, if you want to read up on our learning journey. Over there we wrote about open source large language models and approaches on how to use them to assist the journalistic production process with generative AI.

💸 Sponsors

SnipAId is kindly funded by
Media Tech Lab by Media Lab Bayern (@media-tech-lab)

Pinned Loading

  1. web-app web-app Public

    Title and teaser generation for journalistic texts.

    Python 2

  2. wp-plugin wp-plugin Public

    A simple wordpress plugin to receive text and snippets from SnipAId.

    PHP 1

  3. models models Public

    A collection of large language models for natural language generation.

    Jupyter Notebook 1 1

  4. demo demo Public

    Hosting the SnipAId web app with Netlify.

    JavaScript

  5. snip-igel-model-server snip-igel-model-server Public

    Production http server for igel model with enhanced news snippet generation capabilities.

    Python 1

  6. igel-lora-finetune-news-snippets igel-lora-finetune-news-snippets Public

    This repository contains the sources for fine-tuning LoRA adapters for instructed news snippet generation in german language with the IGEL model.

    Jupyter Notebook 2

Repositories

Showing 10 of 15 repositories
  • snip-igel-model-server-v2 Public

    Production Potassium http server for IGEL model with enhanced news snippet generation capabilities.

    snipaid-nlg/snip-igel-model-server-v2’s past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2023
  • gptj-model-server-v2 Public

    Production http Potassium model server for gptj-title-teaser-10k.

    snipaid-nlg/gptj-model-server-v2’s past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2023
  • bloomz-model-server-v2 Public

    Production Potassium http model server for english-centric news snippet generation with a BLOOMZ model.

    snipaid-nlg/bloomz-model-server-v2’s past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2023
  • .github Public
    snipaid-nlg/.github’s past year of commit activity
    0 MIT 0 0 0 Updated Jul 29, 2023
  • snip-igel-model-server Public

    Production http server for igel model with enhanced news snippet generation capabilities.

    snipaid-nlg/snip-igel-model-server’s past year of commit activity
    Python 1 MIT 0 1 0 Updated Jul 28, 2023
  • bloomz-model-server Public

    An bloomz http server for german news snippet generation through english centric approach (translation).

    snipaid-nlg/bloomz-model-server’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 28, 2023
  • gptj-model-server Public

    Production http server for our finetuned gpt-j model gptj-title-teaser-10k.

    snipaid-nlg/gptj-model-server’s past year of commit activity
    Python 1 MIT 2 0 0 Updated Jul 28, 2023
  • snipaid-nlg/snipaid-nlg.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Apr 20, 2023
  • igel-lora-finetune-news-snippets Public

    This repository contains the sources for fine-tuning LoRA adapters for instructed news snippet generation in german language with the IGEL model.

    snipaid-nlg/igel-lora-finetune-news-snippets’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Apr 20, 2023
  • demo Public

    Hosting the SnipAId web app with Netlify.

    snipaid-nlg/demo’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Apr 20, 2023

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