shreyansh26
Lead ML Engineer at Level AI. Ex- AI at @Mastercard, @Samsung Research. CS Grad, IIT (BHU) Varanasi.
Level AINew Delhi
Pinned Repositories
Annotated-ML-Papers
Annotations of the interesting ML papers I read
DeepLearning-in-the-Browser
Deploy Deep Learning models directly in the browser. Includes code for deploying using Tensorflow.js, WebDNN, and ONNX.js.
Extracting-Training-Data-from-Large-Langauge-Models
A re-implementation of the "Extracting Training Data from Large Language Models" paper by Carlini et al., 2020
FlashAttention-PyTorch
Implementation of FlashAttention in PyTorch
Linux-Malware-Detection-Research
A collection of Linux Malware Detection projects (research paper implementations) done by me.
ML-Optimizers-JAX
Toy implementations of some popular ML optimizers using Python/JAX
ML_Projects
Personal Machine Learning Projects
Red-Teaming-Language-Models-with-Language-Models
A re-implementation of the "Red Teaming Language Models with Language Models" paper by Perez et al., 2022
Speculative-Sampling
Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind
Worldlink
A social networking website in Django
shreyansh26's Repositories
shreyansh26/Annotated-ML-Papers
Annotations of the interesting ML papers I read
shreyansh26/FlashAttention-PyTorch
Implementation of FlashAttention in PyTorch
shreyansh26/Speculative-Sampling
Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind
shreyansh26/Red-Teaming-Language-Models-with-Language-Models
A re-implementation of the "Red Teaming Language Models with Language Models" paper by Perez et al., 2022
shreyansh26/DBMS-Project
DBMS Project (CS361) for Somnath Sevashram
shreyansh26/shreyansh26.github.io
My personal website
shreyansh26/LLM-Activation-Steering-Experiments
Some experiments with activation steering in LLMs
shreyansh26/ML-Paper-Implementations
Implementations of some interesting ML research papers and projects.
shreyansh26/shreyansh26
shreyansh26/Tensor-Puzzles-Solutions
Solutions to Tensor puzzles by Sasha Rush - https://github.com/srush/Tensor-Puzzles
shreyansh26/VAE-Implementation
A simple implementation of Autoencoder and Variational Autoencoder
shreyansh26/Weekend-Projects
Small and interesting projects done in my free time.
shreyansh26/CS344-Parallel-Programming-Solutions
shreyansh26/CTF-Writeups
CTF (Capture The Flag) writeups, code snippets, notes, scripts
shreyansh26/Experiments-with-the-Neural-Tangent-Kernel
Learning more about the NTK through existing paper implementations
shreyansh26/Gradient-Descent-on-Neural-Networks-Typically-Occurs-at-the-Edge-of-Stability
A re-implementation of the paper "Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability" by Cohen et al.
shreyansh26/hydragen-attention
An implementation of the core attention algorithm in the paper "Hydragen: High-Throughput LLM Inference with Shared Prefixes".
shreyansh26/Long-Context-Biencoder
A bi-encoder (sentence/paragraph embedding) model which can work with sequence lengths upto 1024 tokens.
shreyansh26/Lottery-Ticket-Hypothesis
A re-implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin
shreyansh26/Personal-Website
shreyansh26/RAG-ML-Engg-Open-Book
Query the ML Engineering Open Book using RAG
shreyansh26/deep_learning_curriculum
Language model alignment-focused deep learning curriculum
shreyansh26/LLM-Training-Puzzles-Solutions
The LLM Training Puzzles by Sasha Rush
shreyansh26/MLSys-Experiments
A collection of scripts on experimenting and implementing MLSys-related stuff
shreyansh26/nanoGPT-kvcache
A fork of nanoGPT which uses KV Cache to do faster inference
shreyansh26/resource-stream
CUDA related news and material links
shreyansh26/SocketIO_Chat
shreyansh26/Solving-Substitution-Ciphers-using-MCMC
Solving substitution ciphers using Markov Chain Monte Carlo (MCMC)
shreyansh26/Transformer-Puzzles-Solutions
Solutions to the Transformer Puzzles by Sasha Rush - https://github.com/srush/Transformer-Puzzles
shreyansh26/Wargames
Wargames exploit or writeups