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fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.grouped-query-attention-pytorch
(Unofficial) PyTorch implementation of grouped-query attention (GQA) from "GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints" (https://arxiv.org/pdf/2305.13245.pdf)yet-another-retnet
A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (https://arxiv.org/pdf/2307.08621.pdf)clip-text-decoder
Generate text captions for images from their embeddings.transformer-from-scratch
Code implementation from my blog post: https://fkodom.substack.com/p/transformers-from-scratch-in-pytorchsoft-mixture-of-experts
PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)dilated-attention-pytorch
(Unofficial) Implementation of dilated attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens" (https://arxiv.org/abs/2307.02486)wnet-unsupervised-image-segmentation
lora-pytorch
Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.semantle
Fastest 'Semantle' solver this side of the Mississippi.python-repo-template
Template repo for Python projects, especially those focusing on machine learning and/or deep learning.document-rag
RAG application to answer questions about PDF documents using LLMs.byol
PyTorch implementation of BYOL: a fantastically simple method for self-supervised image representation learning with SOTA performance.simple-bert-pytorch
A very simple BERT implementation in PyTorch, which only depends on PyTorch itself.blip-inference
Pretrained BLIP with a similar API to CLIP.octconv-pytorch
metis
Minimalist library for training RL agents in PyTorch. Implements many common training algorithms, with a focus on actor-critic methods. Includes SAC, TD3, PPO, A2C, VPG.simple-cocotools
A simple, modern alternative to 'pycocotools'.unipipe
Build batch pipelines in Python that run anywhere.ncsn
Personal repo recreating Noise Contrastive Score Networks (https://arxiv.org/abs/1907.05600v2) for learning purposes.wordle
Fastest Wordle solver in the West.docker-images
Repository for automatically building base Docker images with Github Actions.ddpg-her-pytorch
Implementation of the Hindsight Experience Replay (HER) algorithm using PyTorch. Utilizes Deep Deterministic Policy Gradients for off-policy optimization of RL agents in continuous action spaces.Love Open Source and this site? Check out how you can help us