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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Clone a voice in 5 seconds to generate arbitrary speech in real-time
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Official Code for DragGAN (SIGGRAPH 2023)
Let us control diffusion models!
The repository host gives no description.
LLM training in simple, raw C/CUDA
Fully open reproduction of DeepSeek-R1
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Fast and memory-efficient exact attention
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
Contexts Optical Compression
Generative Agents: Interactive Simulacra of Human Behavior
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Bring portraits to life!
Mamba SSM architecture
[ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction
Torch implementation of neural style algorithm
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer