Pinned Repositories
ao
torchao: PyTorch Architecture Optimization (AO). A repository to host AO techniques and performant kernels that work with PyTorch.
awesome-deep-gnn
Papers about developing deep Graph Neural Networks (GNNs)
Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph machine learning.
Awesome-Pruning
A curated list of neural network pruning resources.
RWL-GNN
Official pytorch code for "RWL-GNN: Robustifying Graph Neural Networks via Weighted Laplacian" (SPCOM 2022)
DEFT
Official pytorch code for "From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers"
Progressive-Pruning
Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)
taskgen
Task-based Agentic Framework using StrictJSON as the core
reduce_reuse_recycle
ICML 2023: Reduce, Reuse, Recycle: Composing Energy-Based Diffusion Models with MCMC
Bharat-Runwal's Repositories
Bharat-Runwal/RWL-GNN
Official pytorch code for "RWL-GNN: Robustifying Graph Neural Networks via Weighted Laplacian" (SPCOM 2022)
Bharat-Runwal/ao
torchao: PyTorch Architecture Optimization (AO). A repository to host AO techniques and performant kernels that work with PyTorch.
Bharat-Runwal/awesome-deep-gnn
Papers about developing deep Graph Neural Networks (GNNs)
Bharat-Runwal/Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
Bharat-Runwal/awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph machine learning.
Bharat-Runwal/Awesome-Pruning
A curated list of neural network pruning resources.
Bharat-Runwal/Bharat-Runwal.github.io
Bharat-Runwal/Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
Compositional Generation using Diffusion Models PyTorch
Bharat-Runwal/deep_gcns_torch
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
Bharat-Runwal/DiffusionKit
On-device Inference of Diffusion Models for Apple Silicon
Bharat-Runwal/FActScore
A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"
Bharat-Runwal/fast-DiT
Fast Diffusion Models with Transformers
Bharat-Runwal/FSL-Mate
FSL-Mate: A collection of resources for few-shot learning (FSL).
Bharat-Runwal/glide-finetune
Finetune glide-text2im from openai on your own data.
Bharat-Runwal/HASR_iccv2021
This is an official repository of paper "Refining Action Segmentation with Hierarchical Video Representations", which is accepted as a regular paper (poster) in ICCV 2021.
Bharat-Runwal/imagecaptioning-bias
Code for the paper "Understanding and Evaluating Racial Biases in Image Captioning"
Bharat-Runwal/ivy
The Unified Machine Learning Framework
Bharat-Runwal/MoEfication
Bharat-Runwal/multilingual-vqa
Repository for Multilingual-VQA task created during HuggingFace JAX/Flax community week.
Bharat-Runwal/NATS
Neural Abstractive Text Summarization with Sequence-to-Sequence Models
Bharat-Runwal/Python-Projects
Some interesting Python projects
Bharat-Runwal/robust-generalization-flatness
Implementation of average- and worst-case robust flatness measures for adversarial training.
Bharat-Runwal/scenic
Scenic: A Jax Library for Computer Vision Research and Beyond
Bharat-Runwal/stable-diffusion-ft
Bharat-Runwal/stix-shifter
This project consists of an open source library allowing software to connect to data repositories using STIX Patterning, and return results as STIX Observations.
Bharat-Runwal/torchprofile
A general and accurate MACs / FLOPs profiler for PyTorch models
Bharat-Runwal/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
Bharat-Runwal/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
Bharat-Runwal/vpt
❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119
Bharat-Runwal/wanda
A simple and effective LLM pruning approach.