RWKV-Runner

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RWKV-Runner is an AI Agents & Automation tool that simplifies the management and startup of RWKV large language models. It offers full automation, a small footprint, and an OpenAI API-compatible interface.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is RWKV-Runner?

RWKV-Runner is a comprehensive tool designed to eliminate barriers to using large language models by automating their management and startup. Weighing in at only 8MB, it provides a lightweight executable program that handles everything from model management and one-click startup to automatic dependency installation. A key feature is its compatibility with the OpenAI API, effectively turning any ChatGPT client into an RWKV client. It supports various configurations, including pre-set multi-level VRAM configs and WebGPU for broader graphics card compatibility (AMD, Intel). The tool also includes a user-friendly chat, completion, and composition interface, along with features like chat presets, attachment uploads, MIDI hardware input, and track editing. It offers built-in model conversion, download management, remote model inspection, and one-click LoRA Finetune (Windows Only). Additionally, it can function as a client for OpenAI ChatGPT, GPT-Playground, and Ollama, supporting multilingual localization and automatic updates.

Best used for

Ideal for developers and data scientists who need to quickly deploy and manage RWKV large language models, integrate them with existing OpenAI API-compatible applications, and fine-tune models for specific tasks. Especially valuable for those seeking a lightweight, automated, and open-source solution for LLM operations.

Common actions

manage large language models

deploy AI models

integrate with OpenAI API

fine-tune language models

automate model setup

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Capabilities

Key features

RWKV model management
OpenAI API compatible
Automatic dependency installation
Multi-level VRAM configs
User-friendly chat interface
Built-in model conversion
One-click LoRA Finetune

Target Audience

developerdata scientiststartup founder

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What is the primary benefit of RWKV-Runner's OpenAI API compatibility?

The OpenAI API compatibility allows any existing ChatGPT client to seamlessly function as an RWKV client. This means developers can leverage their current tools and workflows without needing to adapt to a new API standard for RWKV models.

Can RWKV-Runner run on different types of graphics cards?

Yes, RWKV-Runner is designed to be versatile. While it defaults to custom CUDA kernel acceleration for NVIDIA GPUs, it also supports WebGPU strategy, enabling it to run effectively on AMD, Intel, and other graphics cards.

Does RWKV-Runner support fine-tuning of models?

Yes, RWKV-Runner includes a built-in one-click LoRA Finetune feature. This allows users to easily fine-tune their RWKV models, though it is currently specified as a Windows-only capability.

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