tulvgengenr

LLMSeg

LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning

Show-o

Repository for Show-o, One Single Transformer to Unify Multimodal Understanding and Generation.

transfusion-pytorch

Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI

diffseg

DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature to add semantic labels to the masks based on a generated caption.

InstanceDiffusion

[CVPR 2024] Code release for "InstanceDiffusion: Instance-level Control for Image Generation"

GSS

[CVPR 2023] Official repository of Generative Semantic Segmentation

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

AlphaFold3

Open source implementation of AlphaFold3

fast-DiT

Fast Diffusion Models with Transformers

vllm

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

Str2Str

Codebase of the paper "Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling" (ICLR 2024)

mar

PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838

VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

awesome-flow-matching

A summary of related works about flow matching, stochastic interpolants

SaProt

[ICLR'24 spotlight] Saprot: Protein Language Model with Structural Alphabet

dplm

foldseek

Foldseek enables fast and sensitive comparisons of large structure sets.

Awesome-Bio-Foundation-Models

A collection of awesome bio-foundation models, including protein, RNA, DNA, gene, single-cell, and so on.

nnscaler

AlphaFold3

Implementation of Alpha Fold 3 from the paper: "Accurate structure prediction of biomolecular interactions with AlphaFold3" in PyTorch

alphafold3-pytorch

Implementation of Alphafold 3 in Pytorch

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

diffusion-forcing

code for "Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion"

fastllm

纯c++的全平台llm加速库，支持python调用，chatglm-6B级模型单卡可达10000+token / s，支持glm, llama, moss基座，手机端流畅运行

tianshou

An elegant PyTorch deep reinforcement learning library.

DPM-Solver-v3

Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

PiPPy

Pipeline Parallelism for PyTorch