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Kimi Linear 48B A3B Instruct

Moonshot AI · 2025-10-30 · 49.1B parameters

Kimi Linear 48B A3B Instruct is the instruction-tuned variant of Moonshot AI's Kimi Linear hybrid linear-attention MoE model with 48B total and 3B active parameters, released October 2025. Fine-tuned for chat and instruction-following on top of the 5.7T-token linear-attention base, it inherits the architecture's key benefits of fast decoding, reduced KV cache usage, and strong long-context performance.

Benchmark scores

BenchmarkScore
AA-LCR25.7
AIME 202536.3
Artificial Analysis Intelligence Index8.5
Artificial Analysis Openness Index61.1
Capability121.4
GPQA Diamond41.2
Humanity's Last Exam (Text-Only)2.7
IFBench (Artificial Analysis)28.1
LiveCodeBench (Artificial Analysis)37.8
MMLU Pro58.5
SciCode (Artificial Analysis)19.9
SnakeBench Average Apples1.0
SnakeBench Best Apples4.0
SnakeBench Rating14.7
SnakeBench Total Apples16.0
SnakeBench Win Rate35.7
Terminal-Bench Hard11.4
τ²-bench (Telecom)0.0
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