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This repository provides code and resources for Parameter Efficient Fine-Tuning (PEFT), a technique for improving fine-tuning efficiency in natural language processing tasks.
NLP project examining BERT-based abstractive summarization model for gender bias using a lightweight word choice based approach.
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Remove human bias from the resume screening process
Use WEAT statistic to compare bias among word embeddings trained with different algorithms, from different sources, or after debiasing
This repo is for the Linkedin Learning course: Data Centric AI: Best Practices, Responsible AI and more
Data Interventions for Reducing Gender Bias in Large Language Models
Adaptation datasets and scripts for the paper "Reducing gender bias in Neural Machine Translation as a domain adaptation problem" (ACL 2020)
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.
Narrative Understanding Workshop paper (2021) on gender in GPT-3 generated stories
Hindi NLP work
This project aims at implementing a Neural Machine Translation model using the Pytorch to automate the translation of Hindi sentences into English.
Resources and tools for Indian language Natural Language Processing
Notebooks for Large Language Models (LLMs) Specialization
LLM Finetuning with peft
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Reproducing “Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation” paper with extensions to the bias mitigation techniques.
An introduction to network analysis and applied graph theory using Python and NetworkX
State of the Art Language models and Classifier for Hindi language (spoken in Indian sub-continent)
The notebook used in the Deepchecks NLP webinar May 23
Workshop developed for ML Prague (so it includes Czech examples)
Contains Jupyter Notebooks of stuff I am working on.
sas
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.