lucidrains / hyper-connections
Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public
☆82Updated 2 months ago
Alternatives and similar repositories for hyper-connections:
Users that are interested in hyper-connections are comparing it to the libraries listed below
- Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch☆103Updated 5 months ago
- The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch☆58Updated last week
- Implementation of a multimodal diffusion transformer in Pytorch☆101Updated 10 months ago
- Implementation of the proposed DeepCrossAttention by Heddes et al at Google research, in Pytorch☆83Updated 2 months ago
- Implementation of the proposed MaskBit from Bytedance AI☆76Updated 5 months ago
- Tiled Flash Linear Attention library for fast and efficient mLSTM Kernels.☆56Updated last month
- Implementation of Agent Attention in Pytorch☆89Updated 9 months ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 9 months ago
- Implementation of a Light Recurrent Unit in Pytorch☆46Updated 7 months ago
- Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster☆67Updated last week
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆99Updated 4 months ago
- Explorations into the recently proposed Taylor Series Linear Attention☆99Updated 8 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 10 months ago
- Implementation of Infini-Transformer in Pytorch☆110Updated 4 months ago
- Implementation of the proposed Spline-Based Transformer from Disney Research☆88Updated 5 months ago
- When it comes to optimizers, it's always better to be safe than sorry☆222Updated last month
- Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto☆55Updated 11 months ago
- Griffin MQA + Hawk Linear RNN Hybrid☆86Updated last year
- [ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule☆160Updated last month
- Focused on fast experimentation and simplicity☆71Updated 4 months ago
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆118Updated 6 months ago
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆50Updated last month
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆92Updated last year
- Explorations into improving ViTArc with Slot Attention☆40Updated 6 months ago
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆57Updated last year
- FlashRNN - Fast RNN Kernels with I/O Awareness☆85Updated last month
- A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (http…☆105Updated last year
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆123Updated 8 months ago
- Implementation of TiTok, proposed by Bytedance in "An Image is Worth 32 Tokens for Reconstruction and Generation"☆172Updated 10 months ago
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆24Updated 3 months ago