aashiqmuhamed

2015lab3

2018fall

AA274_HW1

AA274 Homework 1 Code

aws-deepcomposer-samples

dl-grasp-detection

GRASS

GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients

Shortcuts

Command line shortcuts

transformer-gan

optimum-neuron

Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

gemini-benchmark

aashiqmuhamed/GRASS

GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients

aashiqmuhamed/Shortcuts

Command line shortcuts

aashiqmuhamed/transformer-gan

aashiqmuhamed/aashiqmuhamed.github.io

Academic website

aashiqmuhamed/accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

aashiqmuhamed/bigscience

Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

aashiqmuhamed/ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22)

aashiqmuhamed/CoML

Interactive coding assistant for data scientists and machine learning developers, empowered by large language models.

aashiqmuhamed/cs224u

Code for Stanford CS224u

aashiqmuhamed/cs231n-deeprl

A deep Q-learning based agent in Project Malmo

aashiqmuhamed/data-algorithms-with-spark

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

aashiqmuhamed/dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽‍💻

aashiqmuhamed/gpt_paper_assistant

GPT4 based personalized ArXiv paper assistant bot

aashiqmuhamed/mamba-minimal

Simple, minimal implementation of Mamba in one file of PyTorch.

aashiqmuhamed/MedRAG

Code for the MedRAG toolkit

aashiqmuhamed/metaseq

Repo for external large-scale work

aashiqmuhamed/minbert-assignment

Minimalist BERT implementation assignment for CS11-711

aashiqmuhamed/MIRAGE

Official repository of the MIRAGE benchmark

aashiqmuhamed/mise

public mise ( http://en.wikipedia.org/wiki/Mise_en_place )

aashiqmuhamed/optimum-neuron

Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

aashiqmuhamed/refdb

Stores paper references, outputs to bib/html, does basic sanity checking on bib entries

aashiqmuhamed/RLSbench

Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift

aashiqmuhamed/sae-auto-interp

aashiqmuhamed/SimCTG

A Contrastive Framework for Neural Text Generation

aashiqmuhamed/sparkmagic

Jupyter magics and kernels for working with remote Spark clusters

aashiqmuhamed/stats305c

STATS305C: Applied Statistics III (Spring, 2022)

aashiqmuhamed/the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

aashiqmuhamed/The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing

aashiqmuhamed/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

aashiqmuhamed/Triton-Puzzles