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Suraj Subramanian's Projects

audio icon audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

demucs icon demucs

Code for the paper Music Source Separation in the Waveform Domain

download-tweets-ai-text-gen icon download-tweets-ai-text-gen

Python script to download public Tweets from a given Twitter account into a format suitable for AI text generation.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

garden icon garden

Github repository for my personal blog

gru-d icon gru-d

PyTorch implementation of GRU-Decay

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

indiacp icon indiacp

Proof-of-concept of a Commercial Paper trading platform built on the Blockchain (ethereum + quorum/cakeshop)

llama icon llama

Inference code for LLaMA models

llama-recipes icon llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

mingpt-ddp icon mingpt-ddp

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

pystiche icon pystiche

Framework for Neural Style Transfer (NST) built upon PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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