Fangyuan Yu

Tiny-GRPO. minimal GRPO implementation from scratch

Mini-LLaVA. A minimal implementation of LLaVA-style VLM with interleaved image & text & video processing ability.

Evolutionary-Model-Merge. Unofficial Implementation of Evolutionary Model Merging

CoT-Reasoning-without-Prompting. Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting

repo-viewer. Visualize any repo or codebase into diagram or animation

selective-attention-transformer. Unofficial Implementation of Selective Attention Transformer

STaR. Implementation of STaR: Bootstrapping Reasoning With Reasoning

VocabularyCurriculum. Vocabulary curriculum improves scaling

paper-read-2024-Jan-Apr. Paper reading run from 17. Jan 2024 - 17. Apr 2024

CharacterLM. vocabulary curriculum + LLM

RuleAlign. Rule-Based Adherance evaluation for LLM Agent

llama3-sft. Supervised FineTuning with Llama-3

auto-test. Automatic Chat with LLM & Test

surfer. Voice Interface on Web Browsing

Multilevel-Ensemble-Kalman-Bucy-Filter. This repository contains an implementation of the Multilevel Ensemble Kalman Bucy Filter. Code for HPC implementation with MPI cores, designed to run on Supercomputer Shaheen is also included. The algorithm deals with linear Gaussian filtering problems in continuous time and has appealing performance in high dimensions.

RagAgent. Get some information locally with LLM

Iterative_graph_alignment. Official Implementation of Iterative Graph Alignment https://arxiv.org/abs/2408.16667

GeniusUpload. Why not ask genius mind instead of working on them ourselves?

waveletGPT. Experimental code for wavelet GPT and Fourier series expression

CS194-26-Computer-Vision-and-Computational-Photography. Jupyter Notebook

diamond. DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.

GANs. Simple Implementation of implementations of Generative Adversarial Networks (GANs) using Tensorflow.

concept-encoding. experiment with concept encoding in LLM

abstraction-learning. Experiment for abstraction learning

Normalizing-Flows. This repository contains examples of simple implementation of NF. Normalizing Flows are generative models which produce tractable distributions where both sampling and density evaluation can be efficient and exact.

MiniAgent. Chinese ChatBot

c3po. Jupyter Notebook

MCVD. Video prediction with Diffusion Models

AnnoAttribute. Annotation Tool for Decomposable Attributes

FTchatter. Chat with FineTune model served with vLLM

DenseNet. Densely Connected Convolutional Neural Network implementation in Pytorch

vision-plus. Vision language model from scratch

human-eval. Code for the paper "Evaluating Large Language Models Trained on Code"

translate-thai. Translation for Thai Language

llama3-function-call. training function-calling llama-3 agent with mlx

CS231a-Computer-Vision-From-3D-Reconstruction-to-Recognition. Jupyter Notebook

detr-object-detection. Jupyter Notebook

PairRM-with-mps. PairRM but with MPS support

adaptor. Adapt LLM with human-level efficiency

CarND-Behavioral-Cloning-Project. Deep Learning for Self-Driving Cars

payflow. Handling your document for you.

Camera-Calibration. Jupyter Notebook

Chicken-Planner. Plan as a chicken

thought-compiler. Agent to help us in research

1bitNet. Experiments with 1Bit network

process-supervision. Experiments with Procedure Supervision

Paper-Read-April. Record of read paper in April

align-llama3-with-reft. Fast & Efficient Alignment with Representation FineTuning & Llama3

claude-agent. Claude Agent is built on Anthropic models to automate digital operation

Alignment-experiment. Alignment Experiments

fast_minbpe. Jupyter Notebook

Transformer-MachineTranslation. Jupyter Notebook

HPC_with_Python. Notebooks cataloging packages to enable using High Performance Computing on mulitcore and mulitnode architecture and clusters.

Bayesian-Neural-Networks. Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Question-Answering-AI-with-BERT. Jupyter Notebook