vgoklani

flash-attention

Fast and memory-efficient exact attention

GPTQ-triton

GPTQ inference Triton kernel

gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

RedisTimeSeries

Time Series data structure for Redis

vgoklani/Instagram_Like_Predictor

vgoklani/MEDIUM_NoteBook

Repository containing notebooks of my post on Medium

vgoklani/2019-in-demand-ds-tech-skills

Jupyter notebook for scraping and analysis of most in demand job technologies skills for data scientists.

vgoklani/6-607-Algorithms-for-Big-Data-Analysis

vgoklani/abcd

vgoklani/autoencoder_classifier

Autoencoder model for rare event classification

vgoklani/BERT-pytorch

Google AI 2018 BERT pytorch implementation

vgoklani/BiomeBERT-pytorch

BERT modified to work with microbiome data

vgoklani/bitsandbytes

8-bit CUDA functions for PyTorch

vgoklani/bytephase

A byte-pair tokenizer for use with LLMs providing a Python API with C extensions for improved performance

vgoklani/covid-19

A collection of work related to COVID-19

vgoklani/ESRNN-GPU

PyTorch GPU implementation of the ES-RNN model for time series forecasting

vgoklani/GetOldTweets-python

A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.

vgoklani/GPT2

PyTorch Implementation of OpenAI GPT-2

vgoklani/GTC_2020_Transformers_Lab

The Notebooks for the Nvidia GTC 2020

vgoklani/hydranets_course

vgoklani/llm.c

LLM training in simple, raw C/CUDA

vgoklani/lstm_autoencoder_classifier

An LSTM Autoencoder for rare event classification

vgoklani/marker

Convert PDF to markdown quickly with high accuracy

vgoklani/minGPT

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

vgoklani/NLP_Classification_Model_FakeNews

Using NLP and Classification Models to distinguish between fake news and absurd news.

vgoklani/ohio-precincts

Shapefile of voting precincts in Ohio (as of 2016) merged with election returns

vgoklani/old-twitter

A chrome extension to remove the ugly X branding from Twitter

vgoklani/pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

vgoklani/robintrack

Scrapes the Robinhood API to retrieve + store popularity and price data.

vgoklani/serve

Model Serving on PyTorch

vgoklani/Stocks-1

Programs for stock prediction and evaluation

vgoklani/text-generation-inference

Large Language Model Text Generation Inference

vgoklani/torchnlp

Easy to use NLP library built on PyTorch and TorchText

vgoklani/Transformers-Model-Parallelism

Implementing Model Parallelism using Hugging Face Transformers and PyTorch