Rwkv Python Packages

rwkv

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

pyrwkv-tokenizer

A fast RWKV Tokenizer written in Rust

rwkv-tokenizer

A fast RWKV Tokenizer written in Rust

rosa-torch-native

Efficient ROSA implementation :-)

rwkv-x

RWKV-X is a Linear Complexity Hybrid Language Model based on the RWKV architecture, integrating Sparse Attention to improve the model's long sequence processing capabilities.

rosa-torch

Efficient ROSA implementation :-)

rwkv-beta

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

rwkv-quant-nv

RWKV-7 FP8 quantized inference - 6.4x decode speedup on Blackwell GPUs with <0.3% accuracy loss. Full FP8 E4M3 weight quantization with fused Triton kernels.

qpatch

Automatic monkey-patches for quantized model fine-tuning - fixes QLoRA issues with custom architectures (Mamba, MoE, RWKV, xLSTM)

rwkvserve

High-performance RWKV inference and serving framework, aligned with vLLM design, providing an OpenAI-compatible API with Continuous Batching.

sorsa

SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models