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XERV
Advanced robotics and autonomous physical intelligence hardware automation
OPEN AI INFRASTRUCTURE

Intelligent
Computing

We build simple, lightweight open-source software for artificial intelligence. From text tokenization with Crayon to autonomous coding assistance with Swades, our tools run directly on your computer with efficiency and complete privacy.

TEXT TOKENIZER CODING AGENT RUNS LOCALLY
Explore Crayon
Silicon microarchitecture and high-density semiconductor traces
OMNI-BACKEND TOKENIZER v5.7.16

Crayon
Tokenizer

Crayon is a hardware-accelerated subword tokenizer with zero-copy mmap DAT trie architecture, delivering up to 82.6M tokens/sec. Includes instant cartridge profile swapping and AVX2/512, CUDA, and ROCm HIP backends.

82.6M TOK/SEC PEAK AVX2 / CUDA / HIP PYPI v5.7.16
Learn More Next: Swades Agent v4.0
Terminal-native autonomous software engineering environment and code execution
AUTONOMOUS AI ENGINEER v4.0

Swades
Agent v4.0

The open-source autonomous AI software engineer in your terminal. Describe what you need in plain English—Swades plans the architecture, manages an adaptive fleet of up to 25+ subagents, locks dependency DAGs, writes resilient code, and self-heals until shipped.

1-TO-25+ AGENT FLEET DAG FILE LOCKING 4-TIER FUZZY PATCH
Explore Swades v4.0 View Benchmarks
High-density server infrastructure and performance compute benchmarks
MEASURED BENCHMARKS

Performance
& Speed

82.6M+ Peak Tokens / Sec Turbo Backend v5.7.16 Benchmark
0.78ms Response Time Sub-millisecond conversion
0MB Startup Delay Instant memory access
100% Local & Private Runs on your computer
See Documentation Get in Touch
Fiber optic cables and high-speed data transmission network
GET IN TOUCH

Connect
With Us

Whether you want to use our tools, contribute to our open source projects, or build custom integrations for your team, we are always happy to connect.

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