Raman Dutt's repositories
Diffusion_Memorization_HPO
A framework to reduce memorization in text-to-image diffusion models using HPO
AICrowd-Blitz
Repo containing my solution of different challenges for the AICrowd-Blitz competition.
TensorFlow-Practice
A collection of different programs, paper implementations, pipelines in an effort to learn more about TensorFlow!
LLM-Pruner
[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.
medical_anole
Anole: An Open, Autoregressive and Native Multimodal Models for Interleaved Image-Text Generation
nn-template
Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, DVC, and Streamlit.
plot_top_losses_keras
This repo consists of code for plotting top loss images
Pose-Estimation-Clean
Pose Estimation with cleaner outputs using Savgol filter
PruneMe
Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
ShortGPT
Unofficial implementations of block/layer-wise pruning methods for LLMs.
SSL-Augmentations
A project to investigate optimal augmentations for different downstream tasks in Medical Imaging
ssl-invariances
Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".
Supervised-Contrastive-Learning-in-TensorFlow-2
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.