manhph2211

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

DiT-MoE

Scaling Diffusion Transformers with Mixture of Experts

t5x

fairseq-signals

A collection of deep learning models for ECG data processing based on fairseq framework

InterpretTime

Implementation of the InterpretTime framework

ecg-selfsupervised

Self-supervised representation learning from 12-lead ECG data

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

TOTEM

The official code 👩‍💻 for - TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis

mixture-of-experts

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models

pykan

Kolmogorov Arnold Networks

langchain

🦜🔗 Build context-aware reasoning applications

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

lm-evaluation-harness

A framework for few-shot evaluation of language models.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llama3

The official Meta Llama 3 GitHub site

qagnn

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

FedCompress

Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation

sealion

South-East Asia Large Language Models

pygame

🐍🎮 pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.

TimeX

Time series explainability via self-supervised model behavior consistency

NABNet

NABNet: A Nested Attention-guided BiConvLSTM Network for a robust ‎prediction of Blood Pressure components from reconstructed Arterial Blood ‎Pressure waveforms using PPG and ECG Signals

Awesome-Time-Series-Explainability

A list of (post-hoc) XAI for time series

XPhoneBERT

XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech (INTERSPEECH 2023)

auraloss

Collection of audio-focused loss functions in PyTorch

ViTTS

In this repo, I developed a step-by-step pipeline for a standard MultiSpeaker Text-to-Speech system :smile: In general, I used Portaspeech as an acoustic model and iSTFTNet as vocoder...

tpu_graphs

screenshot-to-code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

Class-Incremental-Template

Simple data and training pipeline for class-incremental method :smile:

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

alignment-handbook

Robust recipes to align language models with human and AI preferences