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Attribute
inclusionAI
Company inclusionAI
Release Date 2026-09-04
Parameters (B) 124
Architecture Hybrid MoE Vision-Language Transformer (ViT encoder + KDA/Gated MLA backbone)
Context Window 262144
Input Modalities text, image, video
Open Source Yes
License mit
Score 25
VRAM (GB) 80
Compute 4x NVIDIA H100 80GB (BF16, 256K context); scale to 8x H100 on 80GB cards
Benchmark: GPQA-Diamond 86.2
Benchmark: HLE 22
Benchmark: MMMU-Pro 79
Benchmark: Terminal-Bench-2.1 64.4
Pricing (Input) 0.02
Pricing (Output) 0.06