lucidrains / taylor-series-linear-attention
Explorations into the recently proposed Taylor Series Linear Attention
☆92Updated 6 months ago
Alternatives and similar repositories for taylor-series-linear-attention:
Users that are interested in taylor-series-linear-attention are comparing it to the libraries listed below
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 8 months ago
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆115Updated 4 months ago
- Implementation of Infini-Transformer in Pytorch☆109Updated last month
- Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch☆102Updated 2 months ago
- Implementation of Agent Attention in Pytorch☆89Updated 7 months ago
- CUDA implementation of autoregressive linear attention, with all the latest research findings☆44Updated last year
- Implementation of a Light Recurrent Unit in Pytorch☆48Updated 4 months ago
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆57Updated last year
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 6 months ago
- Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto☆55Updated 9 months ago
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆118Updated 5 months ago
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆73Updated this week
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆85Updated 9 months ago
- Implementation of a multimodal diffusion transformer in Pytorch☆100Updated 7 months ago
- Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk☆46Updated last year
- supporting pytorch FSDP for optimizers☆76Updated 2 months ago
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆44Updated this week
- LayerNorm(SmallInit(Embedding)) in a Transformer to improve convergence☆59Updated 2 years ago
- ☆75Updated 7 months ago
- ☆33Updated 5 months ago
- ☆53Updated last year
- Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]☆60Updated 4 months ago
- Latent Diffusion Language Models☆68Updated last year
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆95Updated last month
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆97Updated last year
- ☆158Updated 2 months ago
- Implementation of the proposed Spline-Based Transformer from Disney Research☆86Updated 3 months ago
- This is a port of Mistral-7B model in JAX☆31Updated 7 months ago