ONNX Spigot

onnx-spigot

A Spigot plugin that runs local ONNX LLM models, provides in-game chat via a trigger, and exposes a Bukkit service API for dependent plugins.

Features

• Local ONNX inference from plugins/onnx-spigot/models/
• In-game chat trigger (default: @llm <message>)
• Single permission gate: onnxspigot.llm.use
• Public Bukkit API registered through ServicesManager

Model Folder

Place your model files in:

plugins/onnx-spigot/models/<model-name>/

Required files:

• *.onnx (for example model.onnx)
• Tokenizer data:
  • tokenizer.json, or
  • vocab.json

Optional files:

• merges.txt (used for better BPE merges when vocab.json is used)
• tokenizer_config.json (special token IDs)
• config.json (model metadata)

Set <model-name> in plugins/onnx-spigot/config.yml under llm.model.

Model Support

• Supported: Qwen 2 ONNX models
• Supported: Qwen 3 ONNX models
• Not supported: Gemma models

Qwen3-0.6B-ONNX (Confirmed Working)

1. Download the model from: https://huggingface.co/onnx-community/Qwen3-0.6B-ONNX

2. Create a folder at plugins/onnx-spigot/models/Qwen3-0.6B-ONNX/.

3. Copy the model files into that folder:

   • *.onnx (for example model.onnx)
   • tokenizer.json or vocab.json
   • Optional: merges.txt, tokenizer_config.json, config.json

4. Set this in plugins/onnx-spigot/config.yml:

   llm:
     model: "Qwen3-0.6B-ONNX"
   

API Usage (from another plugin)

import org.bukkit.Bukkit;
import org.bukkit.plugin.RegisteredServiceProvider;
import tr.alperendemir.onnxSpigot.api.OnnxChatApi;

RegisteredServiceProvider<OnnxChatApi> registration =
        Bukkit.getServicesManager().getRegistration(OnnxChatApi.class);
if (registration != null) {
    OnnxChatApi api = registration.getProvider();
    api.generate("Explain redstone clocks in one paragraph.")
            .thenAccept(response -> Bukkit.getLogger().info(response));
}

Build

./gradlew.bat clean build