Tool-calling training: 1,159 multi-turn examples with error correction

Browse Source

Tool schemas (agent/tools/tool_schemas.py):
- rcon.execute: execute commands, get success/error results
- minecraft.wiki_lookup: look up syntax and item info
- world.player_info: player health, position, inventory
- world.server_state: time, weather, online players
- 10 RCON error patterns with corrections
- 12 common error scenarios for training

Training data generator (training/scripts/generate_tool_training.py):
- Converts seed dataset to multi-turn tool conversations
- Error correction: model tries wrong command → gets error → self-corrects
- Wiki/player/server lookups for uncertainty scenarios
- Qwen3 native tool-calling format with <tool_call> tags

1,159 examples: 1043 success, 79 error correction, 24 error scenarios,
13 tool lookups. Ready for v4 training.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

...

This commit is contained in:

Seth Freiberg

2026-03-19 18:49:08 -04:00

parent 4e83da39fd

commit ee764cd22a

3 changed files with 2417 additions and 0 deletions

Show all changes Ignore whitespace when comparing lines Ignore changes in amount of whitespace Ignore changes in whitespace at EOL

Download Patch File Download Diff File Expand all files Collapse all files

data/processed/tool_training.jsonl

+1159

File diff suppressed because one or more lines are too long