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84.84Exact MatchN-3-Super 120B-A12B-Base
10.646429.908249.1768.4318Jan 11, 2024May 27, 2024Oct 11, 2024Feb 26, 2025Jul 13, 2025Nov 27, 2025Apr 14, 2026

Evaluation results

MethodLinks
N-3-Super 120B-A12B-BaseShots=42026.0484.84
Qwen2-72B-InstructType=Instruction-tuned2024.0769
Ling-flash base-2.0Shots=42026.0463.8
Llama-3-70B-InstructType=Instruction-tuned2024.0750.4
GLM-4.5 Air-BaseShots=42026.0450.36
Mixtral-8x22B-InstructType=Instruction-tuned2024.0747.4
Qwen1.5-72B-ChatType=Instruction-tuned2024.0742.5
Qwen1.5-110B-ChatType=Instruction-tuned2024.0742
Engram-27BShots=4-shot2026.0130.7
Engram-40BShots=4-shot2026.0130.6
MoE-27BShots=4-shot2026.0128.3
DeepSeekMoE Chat 16B# Shot=4-shot, Total Params=16.4B, Activated Params=2.8B, FLOPs per 4K Tokens=74.4T2024.0115.2
Dense-4BShots=4-shot2026.0115.2
DeepSeek Chat 7B# Shot=4-shot, Total Params=6.9B, Activated Params=6.9B, FLOPs per 4K Tokens=183.5T2024.0114.7
LLaMA2 SFT 7B# Shot=4-shot, Total Params=6.7B, Activated Params=6.7B, FLOPs per 4K Tokens=187.9T2024.0113.5