rwkv7

A curated list of papers on the applications of RWKV in computer vision. Please raise an issue if you suggest new qualified project.

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.

Inference RWKV v7 in pure C.

call rwkv v4/v5/v6/v7 raven/world/finch 1B5-14B rwkv.cpp using csharp cpu/gpu (support INT4,8,Float16,32)

RWKV models and examples powered by candle.

This project demonstrates the computation process of the RWKV (Receptance Weighted Key Value) model through Excel spreadsheets.

RWKV7 推理服务 | 高并发批量推理，动态扩缩容，兼容OpenAI API，CUDA优化，低显存部署大模型推理 RWKV linear attention batch inference server — auto-queue, dynamic capacity, OpenAI compatible.

Implementation of ZoreCoT

从rwkv项目中提取v7部分，删除无关部分并增加注释，原始文件来自其他项目

RWKV Inference Performance Testing Guide

VKWR, a high-performance inference engine for the RWKV linear language model.

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.

An easy-to-use, extensible training toolkit for RWKV language models. Inspired by HuggingFace trl, RWKVTune brings the same familiar Trainer-style API to the RWKV ecosystem -- if you've used trl, you'll feel right at home.

RWKV state tuning简单微调教程。以制作NEGA为案例。

RWKV的MUSA-KERNEL支持，包含推理/训练

An artificial intelligence translation tool based on the rwkv model and using ai00 for inference

A high-performance inference implementation of RWKV-7 in Zig, with SIMD vectorization.

Independent SGLang distribution focused on production-grade RWKV-7 serving, recurrent state caching, speculative decoding, quantization, and broad GPU support.

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