lucidrains / soft-moe-pytorchView external linksLinks
Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch
☆344Apr 2, 2025Updated 10 months ago
Alternatives and similar repositories for soft-moe-pytorch
Users that are interested in soft-moe-pytorch are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)☆82Oct 5, 2023Updated 2 years ago
- ☆705Dec 6, 2025Updated 2 months ago
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆848Sep 13, 2023Updated 2 years ago
- PyTorch implementation of "From Sparse to Soft Mixtures of Experts"☆68Aug 22, 2023Updated 2 years ago
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆123Oct 17, 2024Updated last year
- A collection of AWESOME things about mixture-of-experts☆1,262Dec 8, 2024Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆224Aug 20, 2024Updated last year
- A Transformer made of Rotation-equivariant Attention using Vector Neurons☆101Aug 1, 2023Updated 2 years ago
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538☆1,228Apr 19, 2024Updated last year
- Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk☆47Jul 16, 2023Updated 2 years ago
- Fork of HyenaDNA, a long-range genomic foundation model built with Hyena☆10Aug 14, 2023Updated 2 years ago
- Implementation of MaMMUT, a simple vision-encoder text-decoder architecture for multimodal tasks from Google, in Pytorch☆104Oct 10, 2023Updated 2 years ago
- Self contained pytorch implementation of a sinkhorn based router, for mixture of experts or otherwise☆40Aug 29, 2024Updated last year
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆804Jan 30, 2026Updated 2 weeks ago
- Implementation of a holodeck, written in Pytorch☆18Nov 1, 2023Updated 2 years ago
- [ECCV 2024] This is the official implementation of "Stitched ViTs are Flexible Vision Backbones".☆29Jan 23, 2024Updated 2 years ago
- A fast MoE impl for PyTorch☆1,834Feb 10, 2025Updated last year
- Vector (and Scalar) Quantization, in Pytorch☆3,870Updated this week
- Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network☆226Jun 2, 2024Updated last year
- A curated reading list of research in Mixture-of-Experts(MoE).☆660Oct 30, 2024Updated last year
- Implementation of the Llama architecture with RLHF + Q-learning☆170Feb 1, 2025Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆224Aug 20, 2024Updated last year
- ☆93Apr 3, 2023Updated 2 years ago
- Implementation of Insertion-deletion Denoising Diffusion Probabilistic Models☆30May 31, 2022Updated 3 years ago
- Standalone Product Key Memory module in Pytorch - for augmenting Transformer models☆87Nov 1, 2025Updated 3 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,657Mar 8, 2024Updated last year
- Explorations into the recently proposed Taylor Series Linear Attention☆100Aug 18, 2024Updated last year
- Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in P…☆207Feb 14, 2024Updated 2 years ago
- ☆143Jul 21, 2024Updated last year
- Latent Diffusion Language Models☆70Sep 20, 2023Updated 2 years ago
- A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model☆641Dec 19, 2025Updated last month
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆220Feb 13, 2023Updated 3 years ago
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆292May 3, 2024Updated last year
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆963Dec 21, 2025Updated last month
- [NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks☆134Nov 23, 2024Updated last year
- GMoE could be the next backbone model for many kinds of generalization task.☆274Mar 21, 2023Updated 2 years ago
- ☆77Apr 29, 2024Updated last year
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,184Nov 27, 2024Updated last year
- Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch☆91Dec 22, 2023Updated 2 years ago