Search

GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models

Dependencies This code is written using PyTorch and HuggingFace’s Transformer repo. Running GrIPS with GPT-2 models requires access to GPUs. The search is quite light-weight (no model training involved) and therefore one GPU should suffice. On the other hand, running GrIPS with InstructGPT or GPT-3 models requires an OpenAI API key. Please add your key to the openai_key.txt file. Installation The simplest way to run our code is to start with a fresh environment. conda create -n GrIPS python=3.9 source […]

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Video

Refine video frame based on nearby frames

Introduction Refine a video frame based on nearby frames. WIP CLI Usage Installation git clone [email protected]:hzwer/ResynNet.git cd ResynNet pip3 install -r requirements.txt Download the pretrained model from here. Unzip and move the pretrained parameters to train_log/* Run python3 inference_img.py –origin example/origin.png –ref example/ref0.png example/ref1.png Sponsor Many thanks to Grisk. 感谢支持 Paypal Sponsor: https://www.paypal.com/paypalme/hzwer GitHub View Github    

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Python

Build a Hash Table in Python With TDD

Invented over half a century ago, the hash table is a classic data structure that has been fundamental to programming. To this day, it helps solve many real-life problems, such as indexing database tables, caching computed values, or implementing sets. It often comes up in job interviews, and Python uses hash tables all over the place to make name lookups almost instantaneous. Even though Python comes with its own hash table called dict, it can be helpful to understand how […]

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Video

All in One: Exploring Unified Video-Language Pre-training

Code for the paper: All in One: Exploring Unified Video-Language Pre-training Arxiv Install 1. PytorchLighting In this work, we use PytorchLighting for distributed training with mixed precision.Install pytorch and PytorchLighting first. conda create -n allinone python=3.7 source activate allinone conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch cd [Path_To_This_Code] pip install -r requirements.txt 2. On-the-fly decode To speed up the pre-training, we adopt on-the-fly decode for fast IO.Install ffmpeg and pytorchvideo (for data augmentation) as below.

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Kubernetes

A mix between GitOps and FAAS to create data pipelines on Kubernetes

A mix between GitOps and FAAS to create data pipelines on Kubernetes Gitfaas allows you to apply Kubernetes manifests by making HTTP requests. Even though it can apply anything it focuses on making pipelines of long running jobs that can start other jobs themselves. It’s the perfect match to create data pipelines (Collect, uncompress, convert data, etc.). Gitfaas acts like a GitOps technology would (Weave, Argo) by pulling a git repository. Any updates made to this repository will get reflected […]

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Encryption

SSEPy: Implementation of searchable symmetric encryption in pure Python

Searchable symmetric encryption, one of the research hotspots in applied cryptography, has continued to be studied for two decades. A number of excellent SSE schemes have emerged, enriching functionality and optimizing performance. However, many SSE schemes have not been implemented concretely and are generally stuck in the prototype implementation stage, and worse, most SSE schemes are not publicly available in source code. Based on this foundation, this project first implements SSE schemes (first single-keyword, then multi-keyword) published in top conferences […]

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Scripts

A python3 script searching for secret on swaggerhub

A python3 script searching for secret on swaggerhub Introduction • Requirements • Installation • Usage • Output explanation • Thanks Introduction This tool is made to automate the process of retrieving secrets in the public APIs on swaggerHub. This tool is multithreaded and pipe mode is available 🙂 Requirements python3 (sudo apt install python3) pip3 (sudo apt install python3-pip) Installation or cloning this repository and running git clone https://github.com/Liodeus/swaggerHole.git pip3 install . Usage

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Html

This project serve HTML files saved in your computer with a UI suitable for Kindle web browser

I save articles into HTML files with TagSpaces or SingleFile to read them later but I could not find a way to serve them easily to a Kindle Paperwhite and read them there. This project serve HTML files (and a few more) saved in your computer with a UI suitable for Kindle web browser. On top of that, it include a Read Mode (thanks to ReadabiliPy) to display the text in a comfortable size without have to use the ‘Article […]

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