mudit14224

spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

KnowledgeGraphLLM

lectures

Material for cuda-mode lectures

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

kanrl

Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

CUDA-Training

Some CUDA projects and utility

AiFilter

Local LLM-based social network filter

H3

Language Modeling with the H3 State Space Model

Foresight

Deep Generative Modelling of Patient Timelines using Electronic Health Records

shared

Code and shared files

Reinforcement-Learning

Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)

OpenGPT

A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).

NN-SVG

Publication-ready NN-architecture schematics.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

RegionGrowth

2d or 3d region growing segmentation on gray scale images

Airport-Managememt-System

arcgis-python-api

Documentation and samples for ArcGIS API for Python

TinMal

Drum-Kit

Dice-Game

Simson-Game

AniPlay

Tesla-clone-vanilla

SIGGRAPH18SSS

SIGGRAPH2018, Semantic Soft Segmentation, http://people.inf.ethz.ch/aksoyy/sss/

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.