Arpitanshu's repositories
llm-watermark
re-implementaion of "A watermark for Large Language Models" ( https://arxiv.org/abs/2301.10226 )
bert-sentence-encoder
Encode sentences to fix length vectors using pre-trained bert from huggingface-transformers
ssd-object-detection
Implements a Single Shot MultiBox Detector to detect products in shelf images. - https://arxiv.org/abs/1512.02325
HUSE-PyTorch
PyTorch Implementation of HUSE: Hierarchical Universal Semantic Embeddings ( https://arxiv.org/pdf/1911.05978.pdf )
latent-semantic-indexing
This Latent Semantic Indexing [ LSI ] model collects, parses, and stores documents to facilitate fast and accurate information retrieval through queries.
cloudstack
Bash Script for setting up Apache Cloudstack's Management & Client nodes.
diffusion-typeface
Minimal implementation of DDPM w/ CFG from scratch and trained on English typefaces dataset
Discrete-Particle-Simulation
Discrete Particles simulation on GPUs using OpenCL and OpenGL.
GMAN-PyTorch
Implementation of Graph Muti-Attention Network with PyTorch
GTS
Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.
sql-pilot
llama finetuned to create SQL queries from table schema.
tests
Just some code snippets to look back at.
dpo-vs-sft
Comparing Direct Preference Optimization (DPO) vs Supervised FineTuning (SFT) for finetuning LMs on MMLU type datasets.
multivar_tsfc
Multivariatee time-series forecasting stuff
parspec
Parspec Classification Assignment
raytracing-weekend
Learning to trace rays in a weekend.
SCINet
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.