automl / unlocking_state_trackingLinks
Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without added training or inference costs.
☆16Updated 5 months ago
Alternatives and similar repositories for unlocking_state_tracking
Users that are interested in unlocking_state_tracking are comparing it to the libraries listed below
Sorting:
- Experiments on the impact of depth in transformers and SSMs.☆33Updated 9 months ago
- ☆49Updated last year
- Efficient PScan implementation in PyTorch☆16Updated last year
- Parallel Associative Scan for Language Models☆18Updated last year
- Official Code Repository for the paper "Key-value memory in the brain"☆28Updated 6 months ago
- Here we will test various linear attention designs.☆62Updated last year
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆15Updated 7 months ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- ☆32Updated 10 months ago
- Xmixers: A collection of SOTA efficient token/channel mixers☆11Updated last month
- Official code for the paper "Attention as a Hypernetwork"☆40Updated last year
- ☆56Updated last year
- ☆32Updated last year
- ☆33Updated last year
- Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)☆24Updated last year
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆66Updated last year
- Blog post☆17Updated last year
- ☆40Updated 4 months ago
- ☆23Updated 11 months ago
- ☆11Updated last year
- Stick-breaking attention☆59Updated last month
- RWKV-X is a Linear Complexity Hybrid Language Model based on the RWKV architecture, integrating Sparse Attention to improve the model's l…☆46Updated last month
- ☆44Updated 7 years ago
- ☆20Updated last year
- ☆33Updated last year
- ☆24Updated 3 weeks ago
- ☆13Updated 2 months ago
- ☆31Updated 9 months ago
- Combining SOAP and MUON☆15Updated 6 months ago
- HGRN2: Gated Linear RNNs with State Expansion☆55Updated last year