AI Singapore
Growing local AI talents and empowering start-ups, SMEs and enterprises with AI components, frameworks, platforms and advisory services.
Singapore
Pinned Repositories
ai-practitioner-handbook
AI Practitioner Handbook | https://aisingapore.github.io/ai-practitioner-handbook/
AIAP-Technical-Assessment-Past-Years-Series
BHASA
kapitan-hull
The one-stop shop of a Cookiecutter template to spin up a working AISG project in minutes.
ml-project-cookiecutter-gcp
(DEPRECATED) A cookiecutter template that provides a boilerplate for an end-to-end ML project dedicated for the GCP environment
PeekingDuck
A modular framework built to simplify Computer Vision inference workloads.
sealion
South-East Asia Large Language Models
sgnlp
Machine learning models from Singapore's NLP research community
TagUI
Free RPA tool by AI Singapore
TagUI-Bricks
Collection of RPA workflows for TagUI
AI Singapore's Repositories
aisingapore/TagUI
Free RPA tool by AI Singapore
aisingapore/sealion
South-East Asia Large Language Models
aisingapore/ml-project-cookiecutter-gcp
(DEPRECATED) A cookiecutter template that provides a boilerplate for an end-to-end ML project dedicated for the GCP environment
aisingapore/BHASA
aisingapore/kapitan-hull
The one-stop shop of a Cookiecutter template to spin up a working AISG project in minutes.
aisingapore/kapitan-spark
Kubernetes Spark Components installer
aisingapore/sealion-chainlit-ollama
Explore the AI Singapore SEA-LION model with a chatbot 🤖 built with Chainlit and Ollama
aisingapore/sealion-tgi
Serve the AI Singapore SEA-LION model ⚛ with TGI
aisingapore/kalahi
Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino
aisingapore/math-psle
Code to evaluate AI on PSLE math. Scores ~80% for the first 2 booklets of 2021 Math PSLE.
aisingapore/web_scale_pdf_processing_pipeline
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.
aisingapore/kapitan-hull-admin
[DEPRECATED] Administrator's section of the Kapitan Hull stack
aisingapore/lm-evaluation-harness
A framework for few-shot evaluation of language models.
aisingapore/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.
aisingapore/sealion-sampler
Lightweight HTML form with Python Flask app and accompanying scripts for swift testing of interactions with SEA-LION family of LLMs.
aisingapore/authn-brand
Branding assets for customising Open edX micro-frontend application
aisingapore/aws-parallelcluster
AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.
aisingapore/awsome-distributed-training
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
aisingapore/bedrock-access-gateway
OpenAI-Compatible RESTful APIs for Amazon Bedrock
aisingapore/cluster-toolkit
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.
aisingapore/learning-buildgpt2
Build GPT-2 From Scratch
aisingapore/llm-foundry
LLM training code for MosaicML foundation models
aisingapore/Megatron-LM
Ongoing research training transformer models at scale
aisingapore/ml-project-cookiecutter-gcp-runai
aisingapore/ml-project-cookiecutter-onprem-poly
aisingapore/NeMo-Curator
Scalable data pre processing and curation toolkit for LLMs
aisingapore/pdf_data_processing
aisingapore/sealion-notebooks
Sample notebooks to kick-start the usage of the SEA-LION models for development and experimentation.
aisingapore/sealion-vllm
Serve the AI Singapore SEA-LION model ⚛ with vLLM
aisingapore/voice_ai_pipeline
pipeline code for voice ai