Alternatives and similar repositories for state-tracking

Users that are interested in state-tracking are comparing it to the libraries listed below

• GindaChen / FlexFlashAttention3
  FlexAttention w/ FlashAttention3 Support
  ☆27Updated last year
• google-deepmind / spectral_ssm
  ☆34Updated last year
• BlinkDL / LinearAttentionArena
  Here we will test various linear attention designs.
  ☆62Updated last year
• smonsays / hypernetwork-attention
  Official code for the paper "Attention as a Hypernetwork"
  ☆46Updated last year
• dangxingyu / rnn-icrag
  Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"
  ☆27Updated last year
• Doraemonzzz / xmixers
  Xmixers: A collection of SOTA efficient token/channel mixers
  ☆28Updated 3 months ago
• shreyansh26 / Attention-Mask-Patterns
  Using FlexAttention to compute attention with different masking patterns
  ☆47Updated last year
• Ryu1845 / hyena-jax
  Implementation of Hyena Hierarchy in JAX
  ☆10Updated 2 years ago
• sustcsonglin / mamba-triton
  ☆51Updated last year
• yikangshen / megablocks
  ☆20Updated last year
• proger / nanokitchen
  Parallel Associative Scan for Language Models
  ☆18Updated last year
• automl / unlocking_state_tracking
  Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without…
  ☆17Updated 9 months ago
• Doraemonzzz / Awesome-Triton-Resources
  Awesome Triton Resources
  ☆38Updated 7 months ago
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆86Updated last year
• amirzandieh / HyperAttention
  Triton Implementation of HyperAttention Algorithm
  ☆48Updated 2 years ago
• maximzubkov / fft-scan
  Efficient PScan implementation in PyTorch
  ☆17Updated last year
• BBuf / flash-rwkv
  ☆32Updated last year
• bdusell / stack-attention
  Code for the paper "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns"
  ☆18Updated last year
• renll / SeqBoat
  [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling
  ☆40Updated 2 years ago
• kazuki-irie / kv-memory-brain
  Official Code Repository for the paper "Key-value memory in the brain"
  ☆31Updated 9 months ago
• allenai / signal-and-noise
  Measuring the Signal to Noise Ratio in Language Model Evaluation
  ☆27Updated 4 months ago
• radarFudan / mamba-minimal-jax
  ☆35Updated last year
• RodkinIvan / associative-recurrent-memory-transformer
  [ICML 24 NGSM workshop] Associative Recurrent Memory Transformer implementation and scripts for training and evaluation
  ☆58Updated 2 weeks ago
• test-time-training / ttt-tk
  ☆42Updated last month
• OpenNLPLab / HGRN2
  HGRN2: Gated Linear RNNs with State Expansion
  ☆56Updated last year
• srush / tangent
  Source-to-Source Debuggable Derivatives in Pure Python
  ☆15Updated last year
• IBM / selective-dense-state-space-model
  Open-sourcing code associated with the AAAI-25 paper "On the Expressiveness and Length Generalization of Selective State-Space Models on …
  ☆15Updated 3 months ago
• Dao-AILab / gemm-cublas
  ☆23Updated 7 months ago
• shawntan / stickbreaking-attention
  Stick-breaking attention
  ☆62Updated 5 months ago
• edwardmilsom / function-space-learning-rates-paper
  Code for the paper "Function-Space Learning Rates"
  ☆23Updated 6 months ago