BlinkDL / LinearAttentionArenaLinks
Here we will test various linear attention designs.
☆60Updated last year
Alternatives and similar repositories for LinearAttentionArena
Users that are interested in LinearAttentionArena are comparing it to the libraries listed below
Sorting:
- Using FlexAttention to compute attention with different masking patterns☆44Updated 9 months ago
- ☆48Updated last year
- Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)☆24Updated last year
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆30Updated last week
- ☆82Updated 10 months ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- Awesome Triton Resources☆31Updated 2 months ago
- Official code for the paper "Attention as a Hypernetwork"☆40Updated last year
- HGRN2: Gated Linear RNNs with State Expansion☆55Updated 10 months ago
- Stick-breaking attention☆58Updated last week
- ☆20Updated last year
- ☆37Updated 3 months ago
- A repository for research on medium sized language models.☆77Updated last year
- ☆55Updated last year
- Official Code Repository for the paper "Key-value memory in the brain"☆27Updated 4 months ago
- [ICLR 2025] Official PyTorch implementation of "Forgetting Transformer: Softmax Attention with a Forget Gate"☆115Updated last week
- Explorations into adversarial losses on top of autoregressive loss for language modeling☆37Updated 4 months ago
- Linear Attention Sequence Parallelism (LASP)☆85Updated last year
- Triton implement of bi-directional (non-causal) linear attention☆51Updated 5 months ago
- ☆32Updated last year
- ☆32Updated last year
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆32Updated 11 months ago
- RWKV-X is a Linear Complexity Hybrid Language Model based on the RWKV architecture, integrating Sparse Attention to improve the model's l…☆42Updated this week
- DPO, but faster 🚀☆43Updated 7 months ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆89Updated 2 weeks ago
- Triton Implementation of HyperAttention Algorithm☆48Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆87Updated last year
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆48Updated 2 years ago
- [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling☆37Updated last year
- MambaFormer in-context learning experiments and implementation for https://arxiv.org/abs/2402.04248☆55Updated last year