nitec427

ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

SDEdit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

consistency_flow_matching

Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"

awesome-ebm

Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

librosa

Python library for audio and music analysis

disco-diffdock

Code for the paper DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents, ICML 2024

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

mukayese

State-of-the-art NLP tools for Turkish

llama_index

LlamaIndex is a data framework for your LLM applications

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

unet.cu

UNet diffusion model in pure CUDA

TensoRF

[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

USRNet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

SDE

Example codes for the book Applied Stochastic Differential Equations

vocos

Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis

MusicLDM

The latent diffusion model for text-to-music generation.

audio-diffusion

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

CLAP

Learning audio concepts from natural language supervision

DDNM

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

SEAL

ICLR 2024 (Spotlight) - SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution

Noise-DA

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration

jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).

plato

GeoLDM

Geometric Latent Diffusion Models for 3D Molecule Generation

datacomp

DataComp: In search of the next generation of multimodal datasets

Amphion

Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.