Python zero-shot

Open-source Python projects categorized as zero-shot
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Topics: Deep Learning Machine Learning Pytorch NLP Natural Language Processing
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Top 8 Python zero-shot Projects

  • zero123

    Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)

    • Project mention: Stable Cascade | news.ycombinator.com | 2024-02-13

    Someone with resources will have to train Zero123 [1] with this backbone.

    [1] https://zero123.cs.columbia.edu/

  • naturalspeech2-pytorch

    Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch

  • 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.

    InfluxDB logo

  • DDNM

    [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

  • zshot

    Zero and Few shot named entity & relationships recognition

    • Project mention: A transformer-based method for zero and few-shot biomedical NER | news.ycombinator.com | 2023-05-12

  • MAGIC

    Language Models Can See: Plugging Visual Controls in Text Generation (by yxuansu)

  • laserembeddings

    LASER multilingual sentence embeddings as a pip package

  • clamp

    Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language (by ml-jku)

  • SaaSHub

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  • cappr

    Completion After Prompt Probability. Make your LLM make a choice

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).

Python zero-shot related posts

  • Introducing CAPPr: a package to easily perform text classification using OpenAI models

    1 project | /r/OpenAI | 31 Mar 2023

  • [P] CAPPr: use OpenAI or HuggingFace models to easily do zero-shot text classification

    2 projects | /r/MachineLearning | 31 Mar 2023

  • Unlimited-Size Diffusion Restoration

    2 projects | /r/StableDiffusion | 1 Mar 2023

  • What if TTI was ran backwards? Like showing an image and asking what prompt it would need and conditions (temperature, top_k, etc) to generate that image. This might give us a better glimpse at how it wants to receive prompts.

    1 project | /r/MLQuestions | 22 Jul 2022

Index

What are some of the best open-source zero-shot projects in Python? This list will help you:

Project Stars
1 zero123 2,489
2 naturalspeech2-pytorch 1,204
3 DDNM 1,022
4 zshot 319
5 MAGIC 245
6 laserembeddings 223
7 clamp 78
8 cappr 63

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