AI Singapore's repositories
PeekingDuck
A modular framework built to simplify Computer Vision inference workloads.
ai-practitioner-handbook
AI Practitioner Handbook | https://aisingapore.github.io/ai-practitioner-handbook/
ml-project-cookiecutter-gcp
(DEPRECATED) A cookiecutter template that provides a boilerplate for an end-to-end ML project dedicated for the GCP environment
kapitan-hull
The one-stop shop of a Cookiecutter template to spin up a working AISG project in minutes.
seacorenlp-data
Datasets for Core NLP tasks in Southeast Asian languages
ColossalAI
Making large AI models cheaper, faster and more accessible
handbook-staging
Staging site for AI Practitioner Handbook | https://aisingapore.github.io/handbook-staging/
alignment-handbook
Robust recipes to align language models with human and AI preferences
composer
Supercharge Your Model Training
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
kapitan-hull-admin
Administrator's section of the Kapitan Hull stack
llm-benchmarks
Benchmarking LLM for Malay tasks.
llm-foundry
LLM training code for MosaicML foundation models
lm-evaluation-harness
A framework for few-shot evaluation of language models.
M3Exam
Data and code for paper "M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models"
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Megatron-LM
Ongoing research training transformer models at scale
ml-project-cookiecutter-onprem-runai
A cookiecutter template that provides a boilerplate for an end-to-end ML project dedicated for AI Singapore's on-premise environment.
mlmm-evaluation
Multilingual Large Language Models Evaluation Benchmark
runai-docs
markdown docs
text-generation-inference
Large Language Model Text Generation Inference