ZichenMiao

ZichenMiao's Stars

• twistedcubic/attention-rank-collapse

  [ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.

  Language:Jupyter Notebook16310

• kohya-ss/sd-scripts

  Language:Python5.4k893

• black-forest-labs/flux

  Official inference repo for FLUX.1 models

  Language:Python18.4k1.3k

• THUDM/CogVideo

  text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

  Language:Python9.7k918

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  30.5k1.7k

• zhoubolei/bolei_awesome_posters

  CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!

  1.5k143

• ollama/ollama

  Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

  Language:Go103k8.2k

• uclaml/MoE

  Towards Understanding the Mixture-of-Experts Layer in Deep Learning

  Language:Jupyter Notebook214

• haotian-liu/LLaVA

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

  Language:Python20.7k2.3k

• qiuyu96/CoDeF

  [CVPR'24 Highlight] Official PyTorch implementation of CoDeF: Content Deformation Fields for Temporally Consistent Video Processing

  Language:Python4.8k385

• vwxyzjn/cleanrl

  High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

  Language:Python5.9k671

• kvablack/ddpo-pytorch

  DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

  Language:Python44741

• jannerm/ddpo

  Code for the paper "Training Diffusion Models with Reinforcement Learning"

  Language:Python36726

• pesser/pytorch_diffusion

  PyTorch reimplementation of Diffusion Models

  Language:Python51050

• yang-song/score_sde_pytorch

  PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

  Language:Jupyter Notebook1.8k320

• LuChengTHU/dpm-solver

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

  Language:Python1.6k119

• deep-floyd/IF

  Language:Python7.7k504

• Delay-Xili/SDNet

  An official codebase of paper "Revisiting Sparse Convolutional Model for Visual Recognition"

  Language:Python1236

• nv-tlabs/GENIE

  GENIE: Higher-Order Denoising Diffusion Solvers

  Language:Python895

• wl-zhao/UniPC

  [NeurIPS 2023] UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models

  Language:Jupyter Notebook30312

• lucidrains/x-transformers

  A concise but complete full-attention transformer with a set of promising experimental features from various papers

  Language:Python4.9k424

• rishabhk108/AdvancedOptML

  CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

  17440

• microsoft/Swin-Transformer

  This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

  Language:Python14.1k2.1k

• AaltoPML/node-BNN-covariate-shift

  Repository for the paper Tackling covariate shift with node-based Bayesian neural networks (ICML 2022)

  Language:Python111

• ISosnovik/sesn

  Code for "Scale-Equivariant Steerable Networks"

  Language:Python6711

• google-research/rigl

  End-to-end training of sparse deep neural networks with little-to-no performance loss.

  Language:Python31748

• verbose-void/rigl-torch

  Lightweight torch implementation of rigl, a sparse-to-sparse optimizer.

  Language:Jupyter Notebook545

• mseitzer/pytorch-fid

  Compute FID scores with PyTorch.

  Language:Python3.4k515

• jychoi118/P2-weighting

  CVPR 2022

  Language:Python14314

• inria-thoth/T3SC

  Official implementation of T3SC (Neurips 2021)

  Language:Python289