Skills
.Work. You
Rest

ruvector-attention-unified-wasm

Community

Unified WASM attention mechanisms

Software Engineering#performance#deep learning#wasm#webassembly#attention#transformer
Authorricable
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a unified WebAssembly interface for a wide array of attention mechanisms, simplifying the integration and comparison of diverse attention patterns in web and Node.js environments.

Core Features & Use Cases

  • Unified API: Access 18+ attention types (Multi-Head, Flash, Mamba SSM, DAG, Graph, Sparse, etc.) through a single interface.
  • Performance: Leverages WebAssembly for efficient execution in browsers and Node.js.
  • Use Case: Developers building custom transformer variants or needing to benchmark different attention architectures within a web application can use this Skill to easily swap and test various attention mechanisms without significant code changes.

Quick Start

Use the ruvector-attention-unified-wasm skill to initialize the WASM module and then call the UnifiedAttention.forward method with the 'flash' attention type.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ruvector-attention-unified-wasm
Download link: https://github.com/ricable/cli-skills-builder/archive/main.zip#ruvector-attention-unified-wasm

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.