AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-CUDA-AXQ-NVFP4-W4A16

Image-Text-to-Text • 35B • Updated 3 days ago • 10

Note NVFP4 W4A16 storage encoded by the CPU reference backend; fused 3D experts and vision stay BF16. CUDA runtime and quality are unverified.

AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP

Image-Text-to-Text • 28B • Updated 10 days ago • 69

Note NVFP4 W4A16 development artifact. See manifest-bound runtime evidence; MTP and quality are not certified.

AutomatosX/AX-Qwen3.5-9B-CUDA-AXQ-NVFP4-W4A16-MTP

Image-Text-to-Text • 10B • Updated 10 days ago • 38

Note NVFP4 W4A16 development artifact. See manifest-bound runtime evidence; MTP and quality are not certified.

AutomatosX/AX-Muse-Glimmer-30B-CUDA-AXQ-NVFP4-W4A16

Image-Text-to-Text • 30B • Updated 10 days ago • 41

Note NVFP4 W4A16 development artifact. See manifest-bound runtime evidence; MTP and quality are not certified.

AutomatosX/AX-Qwen3-Embedding-0.6B-CUDA-AXQ-NVFP4-W4A4

Sentence Similarity • 0.6B • Updated 18 days ago • 51

Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.

AutomatosX/AX-Qwen3-Embedding-4B-CUDA-AXQ-NVFP4-W4A4

Sentence Similarity • 4B • Updated 18 days ago • 44

Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.

AutomatosX/AX-Qwen3-Embedding-8B-CUDA-AXQ-NVFP4-W4A4

Sentence Similarity • 8B • Updated 18 days ago • 50

Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.

AutomatosX/AX-Nemotron-3-Embed-1B-CUDA-AXQ-NVFP4-W4A4

Sentence Similarity • 1B • Updated 18 days ago • 47

Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.

AutomatosX/AX-Nemotron-3-Embed-8B-CUDA-AXQ-NVFP4-W4A4

Sentence Similarity • 8B • Updated 18 days ago • 48

Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.

AutomatosX/AX-EmbeddingGemma-2-CUDA-AXQ-NVFP4-W4A16

Feature Extraction • 0.7B • Updated 13 days ago • 39

Note Native AXQuant CUDA NVFP4 W4A16 EmbeddingGemma 2 pack. Activations stay BF16. Not certified.

AutomatosX/AX-Unlimited-OCR-3B-MoE-CUDA-AXQ-NVFP4-W4A16

Image-Text-to-Text • 3B • Updated 18 days ago • 75

Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.

AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A16

Image-Text-to-Text • 3B • Updated 18 days ago • 80

Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.

AutomatosX/AX-Nemotron-3-Super-120B-A12B-CUDA-AXQ-NVFP4-MTP

Text Generation • 124B • Updated 18 days ago • 532

Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.

AutomatosX/AX-Nemotron-3.5-Lightning-30B-A3B-CUDA-AXQ-NVFP4-MTP

Text Generation • 33B • Updated 18 days ago • 610

Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.

AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A4

Image-Text-to-Text • 3B • Updated 18 days ago • 63

Note Native AXQuant CUDA NVFP4 W4A4. Two-GPU development smoke; no MTP or quality certification.

AutomatosX/AX-Qwen3-VL-4B-Instruct-CUDA-AXQ-NVFP4-W4A4

Image-Text-to-Text • 4B • Updated 18 days ago • 50

Note Native AXQuant CUDA NVFP4 W4A4. Two-GPU development smoke; no MTP or quality certification.

AutomatosX/AX-Qwen3-VL-8B-Instruct-CUDA-AXQ-NVFP4-W4A4

Image-Text-to-Text • 9B • Updated 18 days ago • 52

Note Native AXQuant CUDA NVFP4 W4A4. Two-GPU development smoke; no MTP or quality certification.

AutomatosX/AX-Clef-Flash-9B-CUDA-AXQ-NVFP4-W4A16

Text Generation • 9B • Updated 13 days ago • 28

Note Native AXQuant CUDA NVFP4 W4A16 Clef pack. Joint schema head stays BF16. Not certified.

AutomatosX/AX-Clef-27B-CUDA-AXQ-NVFP4-W4A16

Text Generation • 27B • Updated 13 days ago • 33

Note Native AXQuant CUDA NVFP4 W4A16 Clef pack. Joint schema head stays BF16. Not certified.

AutomatosX/AX-Swift-1.5-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP

Image-Text-to-Text • 28B • Updated 12 days ago • 77

Note AXQ Swift-1.5 Qwen3.8-27B finetune. Vision and MTP stay BF16. Swift Open License v1.0; commercial use above US$1M revenue is not licensed. Not certified.

AutomatosX/AX-Hy-MT2-30B-A3B-CUDA-AXQ-NVFP4-W4A16

Translation • 30B • Updated 12 days ago • 47

Note AXQ Hy-MT2 pack. Norms and expert_bias stay BF16. Translation quality was not measured. Not certified.

AutomatosX/AX-Clef-Omni-30B-A3B-CUDA-AXQ-NVFP4-W4A16

Text Generation • 35B • Updated 13 days ago • 31

Note Native AXQuant CUDA NVFP4 W4A16 Clef-Omni pack. Vision, the audio encoder, code2wav, and the joint head stay BF16. Not certified.

AutomatosX/AX-Qwen3.5-0.8B-decision-CUDA-AXQ-NVFP4-W4A16

Text Generation • 0.9B • Updated 13 days ago • 29

Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.