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I attack the ogre with my dagger
Roll attack: 1d20+0 vs ogre's AC. Hit: 1d4+STR piercing damage.
I attack the guard with my longsword
Roll attack: 1d20+5 vs guard's AC. Hit: 1d8+STR slashing damage.
I intimidate her
Roll Intimidate: 1d20+14 (CHA), DC 10
I hide from them
Roll Hide: 1d20+3 (DEX), DC 25
I search for mechanisms
Roll Search: 1d20+4 (INT), DC 25
I climb the wall
Roll Climb: 1d20+-1 (STR), DC 15
I attack the ogre with my dagger
Roll attack: 1d20+11 vs ogre's AC. Hit: 1d4+STR piercing damage.
I attack the hobgoblin with my greatsword
Roll attack: 1d20+1 vs hobgoblin's AC. Hit: 2d6+STR slashing damage.
I sneak past them
Roll Move Silently: 1d20+14 (DEX), DC 25
I swim across the moat
Roll Swim: 1d20+-1 (STR), DC 15
I swim across the river
Roll Swim: 1d20+7 (STR), DC 10
What's my HP?
HP: 55/60 (91% - healthy)
I attack the mage with my rapier
Roll attack: 1d20+7 vs mage's AC. Hit: 1d6+STR piercing damage.
I attack the assassin with my mace
Roll attack: 1d20+11 vs assassin's AC. Hit: 1d8+STR bludgeoning damage.
I jump over the obstacle
Roll Jump: 1d20+6 (STR), DC 20
What's my AC?
AC: 19 (10 base + 8 armor + 1 DEX + 0 shield)
I attack the goblin with my crossbow
Roll attack: 1d20+4 vs goblin's AC. Hit: 1d10+STR piercing damage.
What's my HP?
HP: 94/139 (67% - wounded)
I attack the mage with my crossbow
Roll attack: 1d20+5 vs mage's AC. Hit: 1d10+STR piercing damage.
I listen for footsteps
Roll Listen: 1d20+13 (WIS), DC 10
Can I cast polymorph?
I'm a level 5 wizard
No, polymorph requires wizard level 7.
Can I cast slow?
I'm a level 4 wizard
No, slow requires wizard level 5.
I spot ambush
Roll Spot: 1d20+2 (WIS), DC 20
I climb up
Roll Climb: 1d20+19 (STR), DC 10
I bluff the guard
Roll Bluff: 1d20+2 (CHA), DC 10
I sneak past the patrol
Roll Move Silently: 1d20+6 (DEX), DC 15
I bluff them
Roll Bluff: 1d20+11 (CHA), DC 15
I attack the dragon with my quarterstaff
Roll attack: 1d20+0 vs dragon's AC. Hit: 1d6+STR bludgeoning damage.
I attack the skeleton with my crossbow
Roll attack: 1d20+11 vs skeleton's AC. Hit: 1d10+STR piercing damage.
I attack the orc with my longsword
Roll attack: 1d20+13 vs orc's AC. Hit: 1d8+STR slashing damage.
I spot ambush
Roll Spot: 1d20+6 (WIS), DC 20
I attack the orc with my longbow
Roll attack: 1d20+4 vs orc's AC. Hit: 1d8+STR piercing damage.
Can I cast mage armor?
I'm a level 7 wizard
Yes, you can cast mage armor.
I swim across it
Roll Swim: 1d20+17 (STR), DC 5
I sneak past the watchman
Roll Move Silently: 1d20+5 (DEX), DC 20
I attack the guard with my battleaxe
Roll attack: 1d20+5 vs guard's AC. Hit: 1d8+STR slashing damage.
I spot ambush
Roll Spot: 1d20+5 (WIS), DC 20
I intimidate him
Roll Intimidate: 1d20+16 (CHA), DC 25
Can I cast cloudkill?
I'm a level 14 wizard
Yes, you can cast cloudkill.
I search for clues
Roll Search: 1d20+0 (INT), DC 15
I spot enemies
Roll Spot: 1d20+17 (WIS), DC 15
I intimidate him
Roll Intimidate: 1d20+2 (CHA), DC 15
I search for clues
Roll Search: 1d20+18 (INT), DC 30
I persuade the noble
Roll Diplomacy: 1d20+18 (CHA), DC 15
I attack the vampire with my crossbow
Roll attack: 1d20+14 vs vampire's AC. Hit: 1d10+STR piercing damage.
I jump over the pit
Roll Jump: 1d20+2 (STR), DC 15
I search for secret doors
Roll Search: 1d20+5 (INT), DC 15
I listen for footsteps
Roll Listen: 1d20+14 (WIS), DC 10
I attack the kobold with my crossbow
Roll attack: 1d20+11 vs kobold's AC. Hit: 1d10+STR piercing damage.
I sneak past the patrol
Roll Move Silently: 1d20+16 (DEX), DC 15
I attack the giant with my rapier
Roll attack: 1d20+11 vs giant's AC. Hit: 1d6+STR piercing damage.
I spot movement
Roll Spot: 1d20+5 (WIS), DC 20
I attack the ogre with my mace
Roll attack: 1d20+5 vs ogre's AC. Hit: 1d8+STR bludgeoning damage.
I bluff them
Roll Bluff: 1d20+6 (CHA), DC 25
I attack the bandit with my quarterstaff
Roll attack: 1d20+2 vs bandit's AC. Hit: 1d6+STR bludgeoning damage.
I bluff about it
Roll Bluff: 1d20+1 (CHA), DC 20
I attack the ogre with my mace
Roll attack: 1d20+11 vs ogre's AC. Hit: 1d8+STR bludgeoning damage.
I attack the knight with my greatsword
Roll attack: 1d20+2 vs knight's AC. Hit: 2d6+STR slashing damage.
I listen for footsteps
Roll Listen: 1d20+15 (WIS), DC 15
I attack the zombie with my quarterstaff
Roll attack: 1d20+3 vs zombie's AC. Hit: 1d6+STR bludgeoning damage.
I listen for breathing
Roll Listen: 1d20+1 (WIS), DC 25
What's my HP?
HP: 7/27 (25% - bloodied)
I attack the zombie with my quarterstaff
Roll attack: 1d20+2 vs zombie's AC. Hit: 1d6+STR bludgeoning damage.
I swim across the moat
Roll Swim: 1d20+15 (STR), DC 20
I jump over the obstacle
Roll Jump: 1d20+7 (STR), DC 10
I climb the tree
Roll Climb: 1d20+18 (STR), DC 25
I attack the bandit with my axe
Roll attack: 1d20 + attack bonus vs bandit's AC. On hit, roll weapon damage.
I search for hidden items
Roll Search: 1d20+17 (INT), DC 25
I jump over the gap
Roll Jump: 1d20+7 (STR), DC 20
I attack the assassin with my shortbow
Roll attack: 1d20+13 vs assassin's AC. Hit: 1d6+STR piercing damage.
I search for traps
Roll Search: 1d20+1 (INT), DC 30
I spot tracks
Roll Spot: 1d20+8 (WIS), DC 10
What's my HP?
HP: 31/66 (46% - bloodied)
I sneak past the sentry
Roll Move Silently: 1d20+12 (DEX), DC 10
I attack the ogre with my longbow
Roll attack: 1d20+4 vs ogre's AC. Hit: 1d8+STR piercing damage.
I attack the goblin with my shortbow
Roll attack: 1d20+1 vs goblin's AC. Hit: 1d6+STR piercing damage.
I attack the dragon with my dagger
Roll attack: 1d20+10 vs dragon's AC. Hit: 1d4+STR piercing damage.
I swim across it
Roll Swim: 1d20+0 (STR), DC 5
I sneak past the watchman
Roll Move Silently: 1d20+10 (DEX), DC 15
I listen for movement
Roll Listen: 1d20+6 (WIS), DC 15
I search for secret doors
Roll Search: 1d20+14 (INT), DC 30
I climb the wall
Roll Climb: 1d20+18 (STR), DC 20
I attack the vampire with my mace
Roll attack: 1d20+9 vs vampire's AC. Hit: 1d8+STR bludgeoning damage.
I attack the bandit with my mace
Roll attack: 1d20+1 vs bandit's AC. Hit: 1d8+STR bludgeoning damage.
Can I cast lightning bolt?
I'm a level 2 wizard
No, lightning bolt requires wizard level 5.
I attack the wolf with my battleaxe
Roll attack: 1d20+13 vs wolf's AC. Hit: 1d8+STR slashing damage.
I hide from the guard
Roll Hide: 1d20+18 (DEX), DC 15
I intimidate the guard
Roll Intimidate: 1d20+0 (CHA), DC 10
Can I cast sleep?
I'm a level 17 wizard
Yes, you can cast sleep.
I spot movement
Roll Spot: 1d20+7 (WIS), DC 15
I bluff the guard
Roll Bluff: 1d20+18 (CHA), DC 10
I attack the assassin with my shortbow
Roll attack: 1d20+0 vs assassin's AC. Hit: 1d6+STR piercing damage.
I bluff the merchant
Roll Bluff: 1d20+12 (CHA), DC 15
I jump over the pit
Roll Jump: 1d20+12 (STR), DC 25
I attack the skeleton with my greatsword
Roll attack: 1d20+2 vs skeleton's AC. Hit: 2d6+STR slashing damage.
I attack the cleric with my shortbow
Roll attack: 1d20+14 vs cleric's AC. Hit: 1d6+STR piercing damage.
I intimidate the merchant
Roll Intimidate: 1d20+6 (CHA), DC 20
I sneak past them
Roll Move Silently: 1d20+10 (DEX), DC 10
I listen for voices
Roll Listen: 1d20+3 (WIS), DC 25
I climb the rope
Roll Climb: 1d20+16 (STR), DC 25
End of preview. Expand in Data Studio

D&D Mechanics Training Dataset v2

This dataset trains Qwen 2.5 7B to act as a D&D 3.5 game master, handling:

  • Player action resolution
  • Dice roll mechanics
  • Character queries
  • Rules arbitration
  • System orchestration

Dataset Structure

Format

Alpaca-style format compatible with Axolotl:

{
  "instruction": "I attack the orc with my sword",
  "input": "",
  "output": "Roll attack: 1d20+5 vs orc's AC. Hit: 1d8+3 slashing damage."
}

Statistics

  • Training examples: 8,021
  • Validation examples: 892
  • Total: 8,913

Categories

  1. Combat Actions (3,000) - Attack variations with all weapons
  2. Skill Checks (4,928) - All D&D skills with DC variations
  3. Spell Casting (500) - Spell usage and requirements
  4. Character Queries (426) - HP, AC, inventory, abilities
  5. Rules Questions - Action economy, stacking, prerequisites
  6. No-Roll Actions - Mundane actions that don't need dice

Key Features

  • Real Gameplay Focus: Trained on how players actually phrase actions
  • Dice Awareness: Knows when rolls are needed vs mundane actions
  • Natural Responses: DM-style language, not robotic rules
  • System Integration: Coordinates databases, dice roller, narrative

Training Configuration

Included dnd_axolotl_config.yml for training with:

  • Base model: Qwen/Qwen2.5-7B-Instruct
  • LoRA parameters: r=32, alpha=64
  • Learning rate: 1e-5
  • Epochs: 3

Usage with RunPod

  1. Clone the dataset:
git clone https://huggingface.co/datasets/m0no1/dnd-mechanics-training-v2
  1. Train with Axolotl:
accelerate launch -m axolotl.cli.train dnd_axolotl_config.yml

Updates from v1

  • Complete rewrite focusing on real gameplay
  • Removed academic "What can I do with X?" format
  • Added system orchestration examples
  • Natural DM responses instead of mechanical descriptions
  • Expanded to 8,913 examples with template variations
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