11-47/cakewalk_sonar_8_god_producer_dataset

Cakewalk Sonar 8 Producer Edition - God Level Producer Dataset

The ultimate training dataset for becoming a god-level producer in Cakewalk Sonar 8 Producer Edition.

This dataset trains LLMs to master every aspect of Sonar 8 Producer Edition at the highest professional level:

• —All virtual instruments (Dimension Pro, Rapture, Pentagon I, etc.)
• —ProChannel (Console Emulator, EQ, Compressor, Tube Saturation)
• —Complete mixing workflows
• —Commercial mastering chains (LP-64, Sonitus:fx)
• —Advanced editing (V-Vocal, AudioSnap, Region FX)
• —Remixing with Matrix View + Step Sequencer
• —Tool calling format for DAW control
• —God-level reasoning and decision making

Dataset Structure

• —8,000 unique examples (high-quality core)
• —Each example includes:
• —Deep <think> reasoning
• —Exact parameter values
• —Tool calling JSON format
• —Fact-based Sonar 8 techniques only
• —No placeholders, no dead ends

Categories

• —Mixing — ProChannel mastery, parallel processing, bus routing
• —Mastering — LP-64 chains, loudness targets, commercial standards
• —Virtual Instruments — Programming Dimension Pro, Rapture, etc.
• —Editing — V-Vocal, AudioSnap, surgical comping
• —Remixing — Matrix View, Step Sequencer, stem manipulation

Tool Calling Format

Every example includes actionable tool calls:

{
  "action": "insert_prochannel",
  "track": "Lead Vocal",
  "settings": {
    "console_emulator": {"mode": "British", "drive": 3.2},
    "compressor": {"ratio": 4, "attack": 12, "threshold": -18}
  }
}

How to Use

from datasets import load_dataset

dataset = load_dataset("json", data_files="sonar8_god_producer_8k.jsonl")

Recommended Training:

• —Base model: Qwen2.5-72B or Llama-3.3-70B
• —Method: ORPO + Tool Calling fine-tuning
• —Context: 8192 tokens

This dataset will turn any LLM into a true god-level Cakewalk Sonar 8 Producer who can handle complete productions from start to finish with professional results.

Created by WithinUsAI — Maximum Skill. Zero Compromise.