state-spaces / s4Links
Structured state space sequence models
☆2,773Updated last year
Alternatives and similar repositories for s4
Users that are interested in s4 are comparing it to the libraries listed below
Sorting:
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,361Updated 11 months ago
- Simple, minimal implementation of the Mamba SSM in one file of PyTorch.☆2,881Updated last year
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆779Updated 3 months ago
- Implementation of https://srush.github.io/annotated-s4☆504Updated 5 months ago
- Pytorch library for fast transformer implementations☆1,749Updated 2 years ago
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,169Updated 11 months ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆812Updated last year
- An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"☆1,209Updated 2 years ago
- Foundation Architecture for (M)LLMs☆3,118Updated last year
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,686Updated last week
- Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆1,278Updated last year
- maximal update parametrization (µP)☆1,626Updated last year
- Schedule-Free Optimization in PyTorch☆2,229Updated 5 months ago
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,156Updated 3 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆767Updated last year
- Official repository of the xLSTM.☆2,025Updated 2 weeks ago
- Vector (and Scalar) Quantization, in Pytorch☆3,689Updated last week
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,176Updated 2 years ago
- TorchCFM: a Conditional Flow Matching library☆2,110Updated last week
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆827Updated 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☆1,206Updated last year
- Convolutions for Sequence Modeling☆900Updated last year
- Reformer, the efficient Transformer, in Pytorch☆2,185Updated 2 years ago
- Awesome Papers related to Mamba.☆1,374Updated last year
- Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation☆1,488Updated 2 years ago
- An implementation of local windowed attention for language modeling☆486Updated 4 months ago
- A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)☆837Updated 2 years ago
- Mamba SSM architecture☆16,434Updated last week
- 🚀 Efficient implementations of state-of-the-art linear attention models☆3,842Updated this week
- An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow☆611Updated last year