thiwankajayasiri's repositories
aiconfig
aiconfig -- config-driven, source control friendly AI application development
big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
COMP842
COMP842 - Applied Blockchains and Cryptocurrencies at Auckland University of Technology
croissant
Croissant is a high-level format for machine learning datasets that brings together four rich layers.
CrypTen
A framework for Privacy Preserving Machine Learning
data-contract-template
Template for a data contract used in a data mesh.
flask-api
This Flask-based RESTful API provides a comprehensive backend solution for employee management.
gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
inspect_ai
Inspect: A framework for large language model evaluations
knowledge-gpt
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
LibMTL
A PyTorch Library for Multi-Task Learning
lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
llm-datasets
High-quality datasets, tools, and concepts for LLM fine-tuning.
manim
Animation engine for explanatory math videos
matchmaking
Software for matching Luma event participants based on interest
mergekit
Tools for merging pretrained large language models.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
MiniGPT-4
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Model-References
TensorFlow and PyTorch Reference models for Gaudi(R)
morphic
An AI-powered answer engine with a generative UI
opentofu
OpenTofu lets you declaratively manage your cloud infrastructure.
Python
All Algorithms implemented in Python
rags
Build ChatGPT over your data, all with natural language
segment-anything-annotator
We developed a python UI based on labelme and segment-anything for pixel-level annotation. It support multiple masks generation by SAM(box/point prompt), efficient polygon modification and category record. We will add more features (such as incorporating CLIP-based methods for category proposal and VOS methods for video datasets
voxel2mesh
Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
YOLOP
You Only Look Once for Panopitic Driving Perception.(MIR2022)