RecipeGPT-exp VS gpt2bot

Compare RecipeGPT-exp vs gpt2bot and see what are their differences.

RecipeGPT-exp

RecipeGPT: Generative Pre-training Based Cooking Recipe Generation and Evaluation System (TheWebConf'2020; WWW'20) (by LARC-CMU-SMU)
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RecipeGPT-exp gpt2bot
1 1
20 425
- -
1.4 0.0
about 1 year ago 3 months ago
Jupyter Notebook Jupyter Notebook
- MIT License
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RecipeGPT-exp

Posts with mentions or reviews of RecipeGPT-exp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-28.
  • Show HN: Ingredients for Change
    6 projects | news.ycombinator.com | 28 Mar 2022
    Great question. Models for generating plausible recipes have existed in some form for about a decade now.

    Arguably the first "successful" attempt at this was Chef Watson, which blew my mind when it was first released in 2014 despite it's well-documented tendency to suggest all kinds of spectacularly odd combinations of flavors and ingredients, like garlic ice cream and mayonnaise-spiked Bloody Marys[1].

    It's worth noting that preprocessing the textual inputs isn't entirely necessary to produce somewhat reasonable, ML-generated recipes. For example GPT-3 is capable of generating fairly interesting zero-shot recipes, despite having been trained on raw text data without any preliminary feature selection to label (e.g.) a recipe's ingredients.[2] Still not exempt from the occasional wacky, whimsical suggestion[3], but I, for one, wouldn't want my ML-generated recipes any other way.

    1. https://www.google.com/amp/s/www.newyorker.com/magazine/2016...

    2. https://github.com/LARC-CMU-SMU/RecipeGPT-exp

    3. https://thenextweb.com/news/ai-generated-recipes-three-cours...

gpt2bot

Posts with mentions or reviews of gpt2bot. We have used some of these posts to build our list of alternatives and similar projects.
  • Anyone knows how to do GPT3 persona?
    1 project | /r/GPT3 | 16 Apr 2022
    Anyone knows how to do GPT3 persona? I am seeking a solution to apply GPT3 persona on DialogRPT (there is a bot based on it : https://github.com/polakowo/gpt2bot). I am willing to pay for this solution, thanks!

What are some alternatives?

When comparing RecipeGPT-exp and gpt2bot you can also consider the following projects:

PyIng - Python module to parse ingredient names. Splitting them into the ingredient, unit and quantity. It is trained on a publicly available dataset using Tensorflow.

finetuned-qlora-falcon7b-medical - Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

ingredient-phrase-tagger - Extract structured data from ingredient phrases using conditional random fields

tensorflow-nanoGPT - Example how to train GPT-2 (XLA + AMP), export to SavedModel and serve with Tensorflow Serving

prompt-extend - extending stable diffusion prompts with suitable style cues using text generation

Transformers-Tutorials - This repository contains demos I made with the Transformers library by HuggingFace.

metric-cooking - Browser script that annotates US cooking units with their metric equivalent (e.g. 1 3/4 cups sugar [350 g])

mgpt - Multilingual Generative Pretrained Model

elon-bot - Discord AI bot capable of chatting and moderating, trained on conversation transcripts of Elon Musk

zestful-client