RWKV-TS
Summary
RWKV-TS is a time-series adaptation of RWKV-style recurrent sequence modeling. It uses patching, time mixing, channel mixing, and WKV recurrence to target competitive performance with lower sequence-length cost than quadratic attention.
Role In The Wiki
RWKV-TS is the direct time-series bridge for efficient recurrent sequence models. It should be compared with xLSTM, SSM, Mamba, and ParaRNN-style paths, while keeping its trained-from-scratch evaluation separate from pretrained TSFM leaderboards.
Official Artifacts
- Official code: https://github.com/howard-hou/RWKV-TS