Repositories list

• kapitan-hull

  Public
  The one-stop shop of a Cookiecutter template to spin up a working AISG project in minutes.

  machine-learningcookiecutterml+ 5cookiecutter-pythoncookiecutter-templatecookiecutter-python3mlopsai-singapore

  HTML

  •1•9•13•0•Updated Jan 10, 2025Jan 10, 2025

• web_scale_pdf_processing_pipeline

  Public
  Data pipeline used to process web scale data for pretraining LLMs. This pipeline was used for extracting text at high accuracy from open web journals. The tokens extracted were used to train Sahabat AI (https://huggingface.co/GoToCompany) models.

  Jupyter Notebook

  •1•0•0•1•Updated Jan 9, 2025Jan 9, 2025

• voice_ai_pipeline

  Public
  pipeline code for voice ai

  Python

  •0•0•0•0•Updated Jan 9, 2025Jan 9, 2025

• sealion

  Public
  South-East Asia Large Language Models

  Shell

  •

  MIT License

  •21•285•0•1•Updated Dec 18, 2024Dec 18, 2024

• BHASA

  Public
  Creative Commons Attribution 4.0 International

  •3•13•0•0•Updated Dec 12, 2024Dec 12, 2024

• cluster-toolkit

  Public
  Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments on Google Cloud.

  HCL

  •

  Apache License 2.0

  •153•0•0•0•Updated Dec 9, 2024Dec 9, 2024

• Megatron-LM

  Public
  Ongoing research training transformer models at scale

  Python

  •

  Other

  •2.5k•0•0•1•Updated Nov 26, 2024Nov 26, 2024

• kapitan-hull-admin

  Public archive
  [DEPRECATED] Administrator's section of the Kapitan Hull stack

  HCL

  •0•0•0•0•Updated Nov 18, 2024Nov 18, 2024

• sealion-chainlit-ollama

  Public
  Explore the AI Singapore SEA-LION model with a chatbot 🤖 built with Chainlit and Ollama

  multilingualchatbotchainlit+ 1ollama

  Python

  •

  MIT License

  •1•2•0•0•Updated Nov 15, 2024Nov 15, 2024

• sealion-vllm

  Public
  Serve the AI Singapore SEA-LION model ⚛ with vLLM

  vllm

  Shell

  •

  MIT License

  •0•0•0•0•Updated Nov 11, 2024Nov 11, 2024

• awsome-distributed-training

  Public
  Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.

  Python

  •

  MIT No Attribution

  •92•0•0•0•Updated Oct 28, 2024Oct 28, 2024

• kalahi

  Public
  Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino

  Python

  •

  Creative Commons Attribution 4.0 International

  •0•1•0•0•Updated Oct 28, 2024Oct 28, 2024

• authn-brand

  Public
  Branding assets for customising Open edX micro-frontend application

  SCSS

  •

  GNU Affero General Public License v3.0

  •3•0•0•0•Updated Oct 24, 2024Oct 24, 2024

• lm-evaluation-harness

  Public
  A framework for few-shot evaluation of language models.

  Python

  •

  MIT License

  •2k•0•0•3•Updated Oct 22, 2024Oct 22, 2024

• pdf_data_processing

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Oct 15, 2024Oct 15, 2024

• llm-foundry

  Public
  LLM training code for MosaicML foundation models

  Python

  •

  Apache License 2.0

  •536•0•0•1•Updated Oct 14, 2024Oct 14, 2024

• math-psle

  Public
  Code to evaluate AI on PSLE math. Scores ~80% for the first 2 booklets of 2021 Math PSLE.

  Jupyter Notebook

  •1•1•0•0•Updated Oct 14, 2024Oct 14, 2024

• aws-parallelcluster

  Public
  AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.

  Python

  •

  Apache License 2.0

  •312•0•0•0•Updated Oct 10, 2024Oct 10, 2024

• kapitan-spark

  Public
  Kubernetes Spark Components installer

  Dockerfile

  •

  MIT License

  •1•5•0•0•Updated Sep 30, 2024Sep 30, 2024

• TagUI

  Public
  Free RPA tool by AI Singapore

  nlpopencvai+ 2tesseractrpa

  JavaScript

  •

  Apache License 2.0

  •592•5.7k•2•0•Updated Sep 6, 2024Sep 6, 2024

• sealion-tgi

  Public
  Serve the AI Singapore SEA-LION model ⚛ with TGI

  text-generation-inference

  Shell

  •

  MIT License

  •0•2•0•0•Updated Sep 1, 2024Sep 1, 2024

• ml-project-cookiecutter-onprem-poly

  Public archive
  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Aug 26, 2024Aug 26, 2024

• ml-project-cookiecutter-gcp

  Public archive
  (DEPRECATED) A cookiecutter template that provides a boilerplate for an end-to-end ML project dedicated for the GCP environment

  Jupyter Notebook

  •

  Apache License 2.0

  •3•16•0•0•Updated Aug 26, 2024Aug 26, 2024

• ml-project-cookiecutter-onprem-runai

  Public archive
  A cookiecutter template that provides a boilerplate for an end-to-end ML project dedicated for AI Singapore's on-premise environment.

  mlops

  HTML

  •0•0•0•0•Updated Aug 26, 2024Aug 26, 2024

• ml-project-cookiecutter-gcp-runai

  Public archive
  HTML

  •2•0•0•0•Updated Aug 26, 2024Aug 26, 2024

• sealion-sampler

  Public
  Lightweight HTML form with Python Flask app and accompanying scripts for swift testing of interactions with SEA-LION family of LLMs.

  flask-applicationtgilarge-language-models+ 1ollama

  Python

  •0•0•1•0•Updated Aug 2, 2024Aug 2, 2024

• frontend-app-account

  Public
  Open edX micro-frontend application for managing user account information

  GNU Affero General Public License v3.0

  •0•0•0•0•Updated Jul 9, 2024Jul 9, 2024

• llm-benchmarks

  Public
  Benchmarking LLM for Malay tasks.

  Jupyter Notebook

  •5•0•0•1•Updated Jun 19, 2024Jun 19, 2024

• seacorenlp-data

  Public
  0•2•2•0•Updated May 25, 2024May 25, 2024

• M3Exam

  Public
  Data and code for paper "M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models"

  Python

  •12•0•0•0•Updated May 8, 2024May 8, 2024