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-1llm-finetuning

This repository provides code and resources for Parameter Efficient Fine-Tuning (PEFT), a technique for improving fine-tuning efficiency in natural language processing tasks.

bert-gender-bias

NLP project examining BERT-based abstractive summarization model for gender bias using a lightweight word choice based approach.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bias-bert

blind-recruiter

Remove human bias from the resume screening process

compare-embedding-bias

Use WEAT statistic to compare bias among word embeddings trained with different algorithms, from different sources, or after debiasing

data-centric-ai-4516168

This repo is for the Linkedin Learning course: Data Centric AI: Best Practices, Responsible AI and more

data_debias

Data Interventions for Reducing Gender Bias in Large Language Models

docee_viewer

gender-debias

Adaptation datasets and scripts for the paper "Reducing gender bias in Neural Machine Translation as a domain adaptation problem" (ACL 2020)

genderbias_corpus

generation-of-videos-from-text

get-things-done-with-prompt-engineering-and-langchain

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.

gpt3_gender

Narrative Understanding Workshop paper (2021) on gender in GPT-3 generated stories

hindi-bert

Hindi NLP work

hindi-to-english-nmt-pytorch

This project aims at implementing a Neural Machine Translation model using the Pytorch to automate the translation of Hindi sentences into English.

indic_nlp_library

Resources and tools for Indian language Natural Language Processing

large-language-models

Notebooks for Large Language Models (LLMs) Specialization

llm-finetuning

LLM Finetuning with peft

llms-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

mitigating-gender-bias-in-generated-text

Reproducing “Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation” paper with extensions to the bias mitigation techniques.

network-analysis-made-simple

An introduction to network analysis and applied graph theory using Python and NetworkX

nlp-for-hindi

State of the Art Language models and Classifier for Hindi language (spoken in Indian sub-continent)

nlp-webinar-may-23

The notebook used in the Deepchecks NLP webinar May 23

nlp-workshop

Workshop developed for ML Prague (so it includes Czech examples)

nmt_gender_bias

personal

Contains Jupyter Notebooks of stuff I am working on.

python-projects

redditmentalhealth

resume-job-description-matching

sas