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Personality Assistant 9B Training Data

Training data for a mixed personality-based assistant with tool calling capabilities, used to fine-tune Qwen3.5-9B.

Dataset Composition

2,997 samples total (~5.8M tokens):

Component Samples Description
Personality/Persona 1,925 Character-based assistant conversations with diverse personas
Tool Calling 1,072 Function calling / tool use examples formatted for Qwen3.5

Files

  • combined.jsonl — Pre-shuffled combined dataset ready for training (2,997 samples)
  • sources/personality_combined_thinking.jsonl — Personality data with thinking traces (1,925 samples)
  • sources/toucan_cireilclaw_toolcall_qwen35.jsonl — Tool calling data formatted for Qwen3.5 (1,072 samples)

Format

Each sample is a JSON object with a messages array (ChatML format: system/user/assistant turns).

Personality samples include a character field with persona metadata. Tool calling samples include a tools field with function definitions.

Training

Originally trained as Qwen3.5-9B Stage 2 SFT with:

  • QLoRA r=32, alpha=16, RSLoRA
  • Assistant-only loss
  • 3% eval split
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