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Ling 2.6 1T

MoEApache 2.0

Ant Group's 1T MoE with 50B active params and 262K context. AA Intelligence Index #2/40 (score 34 vs mean 13). $0.30/$2.50 per M tokens; Flash variant on OpenRouter. Open weights upcoming.

Provider

Ant Group / InclusionAI

Parameters

50B active / 1T total (MoE)

Context

262.144K

Released

2026-04-24

VRAM Requirements by Quantization

MethodDisk SizeVRAM RequiredFits GPUs
BF16 (reference)1800 GB1900 GB0 GPUs
Q4_K_M (est.)560 GB600 GB0 GPUs

Benchmark Scores

mmlu89.5%
humaneval90.5%

Scores are approximate and may vary by quantization level.

HuggingFace

inclusionAI/Ling-2.6-1T

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