thevasudevgupta Goto Github PK

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

ml-engineering

Machine Learning Engineering Open Book

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

mlops-basics

nanotron

Minimalistic large language model 3D-parallelism training

olmo

Modeling, training, eval, and inference code for OLMo

paperhunt

Simple script for hunting trending papers everyday.

peft

Parameter-Efficient Fine-Tuning

prml-assignments

Assignments for Pattern Recognition and Machine Learning course at IIT Madras

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

quick

quick is the simple trainer built on the top of pytorch & deepspeed for making my deep learning model training more smoother & faster.

recommenders

Best Practices on Recommendation Systems

redpajama-data

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

rl-playground

This repo is for playing with reinforcement learning algorithms. I am either using openai gym or ViZDoom as an environment.

scripts

some simple scripts for quick testing

seq2seq-speech

Repository for fine-tuning Transformers 🤗 based seq2seq speech models in JAX/Flax.

speech-jax

Speech in Flax/JAX

temp-distribution-predictor

This repo includes code files for project, I did at XYMA Analytics.

text-generation-inference

Large Language Model Text Generation Inference

tf-lightning

Small, light-weight wrapper to ease process of tf2 training with complete flexibility.

thevasudevgupta

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

transformers-adapters

This repositary hosts my experiments for the project, I did with OffNote Labs.

transformers-bloom-inference

Fast Inference Solutions for BLOOM

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

wav2vec2-live

An live speech recognition using Facebooks wav2vec 2.0 model.