Owner
lucidrains
217 indexed repositories · View on GitHub
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vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py...
Python · 25511 stars
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DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Python · 11302 stars
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denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Python · 10692 stars
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imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
Python · 8428 stars
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PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Python · 7862 stars
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x-transformers
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Python · 5949 stars
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DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Python · 5625 stars
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deep-daze
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique w...
Python · 4312 stars
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vector-quantize-pytorch
Vector (and Scalar) Quantization, in Pytorch
Python · 4005 stars
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stylegan2-pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experienc...
Python · 3779 stars
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musiclm-pytorch
Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
Python · 3294 stars
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audiolm-pytorch
Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch
Python · 2623 stars
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big-sleep
A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://tw...
Python · 2573 stars
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lion-pytorch
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
Python · 2204 stars
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reformer-pytorch
Reformer, the efficient Transformer, in Pytorch
Python · 2192 stars
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toolformer-pytorch
Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI
Python · 2062 stars
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make-a-video-pytorch
Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch
Python · 1988 stars
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titans-pytorch
Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch
Python · 1981 stars
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gigagan-pytorch
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
Python · 1942 stars
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byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
Python · 1901 stars
- 197 more repositories live on View on GitHub
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Difficulty 2/5 1-3 hours Newbie friendliness 25/100
lucidrains/titans-pytorch#64 ·
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Verification effect Open
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lucidrains/robo_ttt#1 ·
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lucidrains/dreamer4#31 ·
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setting expectations Open
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lucidrains/BS-RoFormer#56 ·
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She’ll Open
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lucidrains/big-sleep#151 ·
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Old Open
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lucidrains/big-sleep#150 ·
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still coming soon? Open
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lucidrains/dreamer4#30 ·
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lucidrains/HiLAM#1 ·
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train parti code Open
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lucidrains/parti-pytorch#13 · 4 comments · 1 reaction ·
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lucidrains/torch-einops-utils#3 · 1 comment ·
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Self-flow efficacy? Open
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lucidrains/audiolm-pytorch#291 ·
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1D implementation Open
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lucidrains/BS-RoFormer#53 ·
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lucidrains/metacontroller#9 · 9 comments · 1 reaction ·
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Difficulty 1/5 Under an hour Newbie friendliness 55/100
lucidrains/dreamer4#16 · 2 comments ·
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lucidrains/value-network#1 · 9 comments ·
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muP Open
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lucidrains/x-transformers#349 ·
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todo Open
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lucidrains/BS-RoFormer#51 ·
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lucidrains/titans-pytorch#59 ·
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lucidrains/titans-pytorch#58 ·
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lucidrains/hyper-connections#12 · 9 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 18/100
lucidrains/hyper-connections#10 · 22 comments · 1 reaction ·
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Which platform？ Open
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lucidrains/genmimic#1 ·
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lucidrains/titans-pytorch#57 ·
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lucidrains/HS-TasNet#7 ·
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lucidrains/minGRU-pytorch#21 ·
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lucidrains/x-transformers#348 · 1 comment ·
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lucidrains/titans-pytorch#55 · 1 comment ·
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Regarding an example Open
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lucidrains/TRI-LBM#1 ·
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Training error Open
Difficulty 4/5 3-5 days Newbie friendliness 35/100
lucidrains/HS-TasNet#6 ·
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lucidrains/vector-quantize-pytorch#236 · 3 comments · 1 reaction ·
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Difficulty 2/5 1-3 hours Newbie friendliness 48/100
lucidrains/rotary-embedding-torch#46 · 1 reaction ·
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lucidrains/slot-attention#13 ·
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lucidrains/dreamer4#8 · 4 comments · 1 reaction ·
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plan Open
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lucidrains/locoformer#2 ·
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Ultramem v2 Openenhancement
Difficulty 5/5 Over a week Newbie friendliness 20/100
lucidrains/ultra-mem#1 · 1 comment · 1 reaction ·
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Difficulty 2/5 1-3 hours Newbie friendliness 55/100
lucidrains/jax2torch#6 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 25/100
lucidrains/imagen-pytorch#386 · 1 reaction ·
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
lucidrains/coconut-pytorch#7 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 20/100
lucidrains/Dex1B#1 · 2 comments ·
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