PrithivirajDamodaran
Dense, Sparse and Hybrid Embeddings for LLMs, Multimodal Modelling & Data Engineering. Checkout my (YouTube series on V+L, linked below)
India
Pinned Repositories
Alt-ZSC
Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da
blitz-embed
C++ inference wrappers for running blazing fast embedding services on your favourite serverless like AWS Lambda. By Prithivi Da, PRs welcome.
FlashRank
Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
Gramformer
A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
NLP-Experiments
NLP related python solutions and recipes I built
Parrot_Paraphraser
A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
SPLADERunner
Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.
Styleformer
A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
vision-language-modelling-series
Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations
ZSIC
Zero Shot Image Classification but more, Supports Multilingual labelling and a variety of CNN based models for a vision backbone by using OpenAI CLIP for $ conscious uses (Super simple, so a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da
PrithivirajDamodaran's Repositories
PrithivirajDamodaran/Gramformer
A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
PrithivirajDamodaran/Parrot_Paraphraser
A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
PrithivirajDamodaran/Styleformer
A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
PrithivirajDamodaran/FlashRank
Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
PrithivirajDamodaran/ZSIC
Zero Shot Image Classification but more, Supports Multilingual labelling and a variety of CNN based models for a vision backbone by using OpenAI CLIP for $ conscious uses (Super simple, so a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da
PrithivirajDamodaran/Alt-ZSC
Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da
PrithivirajDamodaran/SPLADERunner
Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.
PrithivirajDamodaran/blitz-embed
C++ inference wrappers for running blazing fast embedding services on your favourite serverless like AWS Lambda. By Prithivi Da, PRs welcome.
PrithivirajDamodaran/vision-language-modelling-series
Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations
PrithivirajDamodaran/Applied-ML-from-1st-principles
Companion Repo for the book The Applied ML Field Manual, Prithiviraj Damodaran
PrithivirajDamodaran/langid-benchmark
A benchmark of off-the-shelf models that detects language in text - Contributions welcome
PrithivirajDamodaran/VisionLanguageProgress
Repository to track the progress in V+L Multimodal Learning, including the datasets and the state-of-the-art of the current pre-trained models on various V+L tasks
PrithivirajDamodaran/bias-bench
Extension of bias-bench for select Sentence Transformers* models
PrithivirajDamodaran/llama.cpp
LLM inference in C/C++
PrithivirajDamodaran/PrithivirajDamodaran
PrithivirajDamodaran/pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
PrithivirajDamodaran/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
PrithivirajDamodaran/beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
PrithivirajDamodaran/Condenser
EMNLP 2021 - Pre-training architectures for dense retrieval
PrithivirajDamodaran/example-app-editable-dataframe
This is a demo of a dataframe with editable cells, powered by `streamlit-aggrid` from Pablo Fonseca. You can edit the cells by clicking on them and then export your selection to a csv file! 🎈
PrithivirajDamodaran/Face-Transformer
Face Transformer for Recognition
PrithivirajDamodaran/InsightFace_Pytorch
Pytorch0.4.1 codes for InsightFace
PrithivirajDamodaran/js-snackbar
A simple, jQuery free Snackbar (Toast) alert
PrithivirajDamodaran/llama-cpp-python
Python bindings for llama.cpp
PrithivirajDamodaran/mlm-scoring
Extension of MLM-scoring Sentence Transformers models which are debiased
PrithivirajDamodaran/neural-cherche
Neural Search
PrithivirajDamodaran/pytorch-insightface
Pretrained insightface models ported to pytorch
PrithivirajDamodaran/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
PrithivirajDamodaran/stable_diffusion_playground
Playing around with stable diffusion. Generated images are reproducible because I save the metadata and latent information. You can generate and then later interpolate between the images of your choice.
PrithivirajDamodaran/VQA-Med-2019
Visual Question Answering in the Medical Domain VQA-Med 2019