Jean Kaddour's repositories
NoTrainNoGain
Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)
awesome-causality-algorithms
An index of algorithms for learning causality with data
bigcode-evaluation-harness
A framework for the evaluation of autoregressive code generation language models.
causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
d2l-en
An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
cramming
Cramming the training of a (BERT-type) language model into limited compute.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
jeankaddour.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
MAmmoTH
This repo contains the code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning"
pysc2
StarCraft II Learning Environment
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.