PLLuM-12B-nc-chat-250715: benchmark results

PLLuM's 12B nc-chat (2507) build, a chat model in the Polish-focused PLLuM family, released for non-commercial use. Provider: PLLuM. Released 2025-07-23. Access: Open.

Aggregate Rating 1454 ± 17, rank #953 of 1635 rated models, from 64 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
LLMZSZL Leaderboard54.24Score70.4
PLCC - Art & Entertainment72Accuracy (%)69.3
CPTU Bench3.67Average Score (1-5)63.4
Polish EQ-Bench55.17EQ-Bench Score (parseability-adjusted)58.4
PLCC - Culture & Tradition75Accuracy (%)57.6
PLCC - Vocabulary67Accuracy (%)56.6
PLCC - Overall69.67Mean category accuracy (%)49.6
PLCC - Geography79Accuracy (%)48.8
Polish Knowledge Benchmark - Music70.35Accuracy (%)47.1
Belebele European - German69.78Accuracy (%, 0-shot)46.4
Polish Knowledge Benchmark - Film & Theatre70.82Accuracy (%)45.6
Polish Knowledge Benchmark - Theatre67.69Accuracy (%)44.9

Interactive version: theaggregate.ai/model?slug=pllum-12b-nc-chat-250715 · How It Works · Data refreshed daily, snapshot 2026-11-05.