Torbiz: Distributed LLM Inference
Open Source / ML
Case study

AI/ML / Desktop

Open Source

Dhaka, Bangladesh

AI/ML / Desktop · Detailed breakdown

Project overview

Why this build
mattered.

Launched a decentralized chatbot system using the Petals library, enabling shard hosting on consumer-grade CPUs.

Snapshot

Open Source / ML / Open Source / Python, Petals, Rust

PythonPetalsRustTauriReact
Distributed LLM Hosting
model
Windows, macOS, Linux
platforms
Open Source
community

System views

Screens and
surfaces

Torbiz: Distributed LLM Inference
Torbiz: Distributed LLM Inference

Launched a decentralized chatbot system using the Petals library, enabling shard hosting on consumer-grade CPUs.

What shipped inside

Key features
and modules

The same motion language from the main homepage carries through here, but the content turns toward the architecture, workflow, and operational details that made this project useful.

Highlight

Designed P2P exchange mechanism for distributed model execution

Highlight

Cross-platform desktop app using Tauri (Windows, macOS, Linux)

Highlight

Democratized access to large language models

Delivery summary

Build notes

Project essentials

Torbiz: Distributed LLM Inference

Open Source / ML · Open Source · AI/ML / Desktop

Designed P2P exchange mechanism for distributed model execution1
Cross-platform desktop app using Tauri (Windows, macOS, Linux)2
Democratized access to large language models3

Let's build something worth building.