andreamad8

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

lm-evaluation-harness

A framework for few-shot evaluation of language models.

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

s4

Structured state space sequence models

uiautomator

Python wrapper of Android uiautomator test tool.

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

fast-transformers

Pytorch library for fast transformer implementations

neo4jd3

Neo4j graph visualization using D3.js

myosuite

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

parallelformers

Parallelformers: An Efficient Model Parallelization Toolkit for Deployment

GENRE

Autoregressive Entity Retrieval

autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

task_oriented_dialogue_as_dataflow_synthesis

Code to reproduce experiments in the paper "Task-Oriented Dialogue as Dataflow Synthesis" (TACL 2020).

end2end-asr-pytorch

End-to-End Automatic Speech Recognition on PyTorch

continual-learning-baselines

Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

varuna

gpt-j

A GPT-J API to use with python3 to generate text, blogs, code, and more

supsup

Code for "Supermasks in Superposition"

lambda-bert

A 🤗-style implementation of BERT using lambda layers instead of self-attention

STAR

few-shot-lm

The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)

meta-transfer-learning

Implementation of meta-transfer-learning for ASR and LM (ACL 2020)

ke-dialogue

KE-Dialogue: Injecting knowledge graph into a fully end-to-end dialogue system.

cross-accent-maml-asr

Meta-learning model agnostic (MAML) implementation for cross-accented ASR

indonesian-nlp

A curated list of research papers and resources on Indonesian languages

BiToD

A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling

face-api.js-for-beginners

NLP_masters_project

Code base used for NLP project 2020.

dataflow-evaluation-toolkit