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Ken Wang's Projects

8puzzle icon 8puzzle

8 puzzle parallelized solver using Branch and Bound algorithm

cla icon cla

For Computational Linear Algebra Course

dream icon dream

Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning

easylm icon easylm

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

hardnet icon hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

litgpt icon litgpt

Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.

macademia icon macademia

The Macademia website visualizes connections between research interests: http://macademia.macalester.edu

microllama icon microllama

Micro Llama is a small Llama based model with 300M parameters trained from scratch with $500 budget

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

python-money icon python-money

Primitives for working with money and currencies in Python

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