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lucidrains
local-attention

An implementation of local windowed attention for language modeling

461K 499 49
lucidrains
colt5-attention

Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch

110K 231 14
lucidrains
alphafold3-pytorch

Implementation of Alphafold 3 from Google Deepmind in Pytorch

28K 2K 222
lucidrains
audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

18K 3K 280
lucidrains
meshgpt-pytorch

Implementation of MeshGPT, SOTA Mesh generation using Attention, in Pytorch

16K 862 69
lucidrains
palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

8K 8K 679
lucidrains
bs-roformer

Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs

7K 796 35
lucidrains
magvit2-pytorch

Implementation of MagViT2 Tokenizer in Pytorch

5K 660 34
lucidrains
alphagenome-pytorch

Implementation of AlphaGenome, Deepmind's updated genomic attention model

5K 99 20
lucidrains
calm-pytorch

Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind

4K 178 9
lucidrains
locoformer

LocoFormer - Generalist Locomotion via Long-Context Adaptation

4K 111 6
lucidrains
megabyte-pytorch

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

4K 655 55
lucidrains
tri-lbm

Implementation of the Large Behavioral Model architecture for dexterous manipulation from Toyota Research Institute

3K 111 5
lucidrains
phenaki-pytorch

Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch

3K 793 80
lucidrains
q-transformer

Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

2K 406 22
lucidrains
recurrent-memory-transformer-pytorch

Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch

2K 423 19
lucidrains
itransformer

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

2K 536 38
lucidrains
coconut-pytorch

Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch

2K 184 8
lucidrains
taylor-series-linear-attention

Explorations into the recently proposed Taylor Series Linear Attention

2K 100 3
lucidrains
block-recurrent-transformer-pytorch

Implementation of Block Recurrent Transformer - Pytorch

2K 225 20
lucidrains
muse-maskgit-pytorch

Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch

2K 920 86
lucidrains
musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

2K 3K 266
kyegomez
longnet

Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"

2K 718 61
lucidrains
robotic-transformer-pytorch

Implementation of RT1 (Robotic Transformer) in Pytorch

1K 449 35
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