Susant's Projects
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
You like pytorch? You like micrograd? You love tinygrad! β€οΈ
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)
Evaluating tool-augmented LLMs in conversation settings
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
A multi-voice TTS system trained with an emphasis on quality
This repo contains the code for generating the ToxiGen dataset, published at ACL 2022.
TRAINS Agent - Auto-Magical DevOps for Deep Learning (Simple AI Cluster Solution)
Everything about Transfer Learning and Domain Adaptation--θΏη§»ε¦δΉ
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
π€ Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
TransmogrifAI (pronounced trΔns-mΕgΛrΙ-fΔ«) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
Dataset of images of trash; Torch-based CNN for garbage image classification
Simplest way to explore Decision Trees using Sklearn
πΈπ¬ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation
A playbook for systematically maximizing the performance of deep learning models.
Open deep learning compiler stack for cpu, gpu and specialized accelerators
π‘ All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
This repository attempts to implement U-Net with tensorflow2.0.
Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"
UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond
5X faster 60% less memory QLoRA finetuning
π€ Chat with your SQL database π. Accurate Text-to-SQL Generation via LLMs using RAG π.
Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)