carpedm20

carpedm20's Stars

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python286k6.7k31747.7k

• skypilot-org/skypilot

  SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

  Language:Python7k721.9k547

• pytorch/torchtune

  PyTorch native post-training library

  Language:Python4.7k48830483

• niklashigi/apk-mitm

  🤖 A CLI application that automatically prepares Android APK files for HTTPS inspection

  Language:TypeScript4k46154356

• intel/neural-compressor

  SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

  Language:Python2.3k33211259

• hbb1/2d-gaussian-splatting

  [SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

  Language:Python2.3k31179161

• PRIS-CV/DemoFusion

  Let us democratise high-resolution generation! (CVPR 2024)

  Language:Jupyter Notebook2k3444226

• HazyResearch/ThunderKittens

  Tile primitives for speedy kernels

  Language:Cuda1.9k343494

• AnswerDotAI/fsdp_qlora

  Training LLMs with QLoRA + FSDP

  Language:Jupyter Notebook1.4k2338188

• toshas/torch-fidelity

  High-fidelity performance metrics for generative models in PyTorch

  Language:Python1k73770

• NVlabs/InstantSplat

  InstantSplat: Sparse-view SfM-free Gaussian Splatting in Seconds

  Language:Python967184663

• donydchen/mvsplat

  🌊 [ECCV'24 Oral] MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images

  Language:Python914188543

• YuxinWenRick/hard-prompts-made-easy

  Language:Python62391957

• gojasper/flash-diffusion

  ⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation (AAAI 2025)

  Language:Python514111539

• LiheYoung/UniMatch

  [CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

  Language:Python496312061

• hahnec/color-matcher

  automatic color-grading

  Language:Python48110934

• camenduru/flux-jupyter

  Language:Jupyter Notebook39262961

• sayakpaul/diffusers-torchao

  End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).

  Language:Python30010249

• berkeley-hipie/HIPIE

  [NeurIPS2023] Code release for "Hierarchical Open-vocabulary Universal Image Segmentation"

  Language:Jupyter Notebook27572220

• genforce/ctrl-x

  Official implementation of "Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance" (NeurIPS 2024)

  Language:Python2732289

• NUS-HPC-AI-Lab/SpeeD

  SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training

  Language:Python162985

• albanD/subclass_zoo

  Language:Jupyter Notebook154122825

• baaivision/DenseFusion

  DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception

  Language:Python131551

• mingukkang/elatentlpips

  Author's Implementation for E-LatentLPIPS

  Language:Python123332

• horseee/learning-to-cache

  [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching

  Language:Python91234

• Upaya07/NeurIPS-llm-efficiency-challenge

  Code for NeurIPS LLM Efficiency Challenge

  Language:Python54429

• yhyun225/DiffuseHigh

  Official implementation of DiffuseHigh, *Younghyun Kim, *Geunmin Hwang, Junyu Zhang, Eunbyung Park.

  Language:Python51434

• ai-compiler-study/triton-kernels

  Triton kernels for Flux

  Language:Python17500

• sakharok13/Aligning-Stable-Diffusion-with-Noise-Conditioned-Perception

  Language:Python16411

• STomoya/ptfid

  Calculating Fréchet inception distance and other metrics with PyTorch.

  Language:Python3200