"""Versioned decoding policy; never reads references or hidden answers.""" PROTOCOL='smolscript-0.5.0' DEFAULT_BATCH_SIZE=64 MAX_NEW_TOKENS=256 def token_budget(row): base={'python':128,'javascript':192,'html':160,'css':96,'cpp':224,'c':256,'lua':160,'csharp':256,'rust':256}[row['language']] return min(MAX_NEW_TOKENS,base+(32 if row['difficulty']=='moderate' else 0))