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ai-practitioner-handbook

AI Practitioner Handbook | https://aisingapore.github.io/ai-practitioner-handbook/

aiap-technical-assessment-past-years-series

alignment-handbook

Robust recipes to align language models with human and AI preferences

bhasa

colossalai

Making large AI models cheaper, faster and more accessible

composer

Supercharge Your Model Training

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

goldenretriever

Information retrieval for natural language queries

handbook-staging

Staging site for AI Practitioner Handbook | https://aisingapore.github.io/handbook-staging/

kapitan-hull

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

kapitan-hull-admin

Administrator's section of the Kapitan Hull stack

llm-foundry

LLM training code for MosaicML foundation models

megablocks

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-gcp

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

ml-project-cookiecutter-gcp-runai

ml-project-cookiecutter-onprem-poly

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.

nlp-hub-demo

novella

Search-based recommender system

nscc_public

peekingduck

A modular framework built to simplify Computer Vision inference workloads.

rarity

Data diagnostic package with minimum setup to analyze miss predictions of ML models

runai-docs

markdown docs

seacorenlp-data

sealion

South-East Asia Large Language Models

semiautolabeller-bricks

Tool for semi automatic labelling.

sgnlp

Machine learning models from Singapore's NLP research community

sgnlp-workshop