Kurakurai French LLM - MultiIF: leaderboard

Evaluates small French-language models on the Kurakurai French LLM leaderboard, a static board of French translations and French subsets of standard benchmarks, filtered by size class up to about 4B parameters. Scores are percentages averaged over ten sampling seeds, decoded at temperature 0.6, top_p 0.95, top_k 20, with thinking disabled and 16k context. This series is Multi-IF (French), multi-turn instruction following reported as the composite at turn 3. These are French scores, comparable to each other but not to published English numbers for the same models. This series reports Kurakurai French LLM - MultiIF using Accuracy (%).

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Around February 2027. 42 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 4B 2507 Instruct71.35#768
2Gemma 4 E2B (IT)65.17#779
3Qwen 3.5 4B61.95#514
4Gemma 3 4B (IT)57.08#997
5LFM2 2.6B55.85#1313
6LFM2.5-1.2B Instruct53.66#1451
7SmolLM3-3B50.49#1239
8Llama 3.2 3B Instruct47.4#1327
9granite-4.0-h-micro47.05#1078
10Qwen 3.5 2B45.38#1114
11Qwen 3 1.7B45.04#1175
12Luth-LFM2-1.2B42.15#1386
13Phi-4 Mini Instruct41#1232
14Granite 4.1 3B39.4#899
15LFM2 1.2B38.77#1482

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=kurakurai-french-llm-multiif · How It Works · Data refreshed daily, snapshot 2026-11-05.