CUDA
CUDA NVFP4 text, OCR, vision-language, and retrieval development checkpoints.
Sentence Similarity • 0.6B • Updated • 45Note 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 • 39Note 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 • 45Note 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 • 39Note 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 • 41Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.
AutomatosX/AX-Unlimited-OCR-3B-MoE-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 67Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.
AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 74Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.
AutomatosX/AX-Nemotron-3-Super-120B-A12B-CUDA-AXQ-NVFP4-MTP
Text Generation • 124B • Updated • 495Note 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 • 562Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.
AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 3B • Updated • 54Note 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 • 43Note 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 • 43Note Native AXQuant CUDA NVFP4 W4A4. Two-GPU development smoke; no MTP or quality certification.
AutomatosX/AX-EmbeddingGemma-2-CUDA-AXQ-NVFP4-W4A16
Feature Extraction • 0.7B • Updated • 27Note Native AXQuant CUDA NVFP4 W4A16 EmbeddingGemma 2 pack. Activations stay BF16. Not certified.
AutomatosX/AX-Qwen3.5-0.8B-decision-CUDA-AXQ-NVFP4-W4A16
Text Generation • 0.9B • Updated • 25Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.
AutomatosX/AX-Clef-Omni-30B-A3B-CUDA-AXQ-NVFP4-W4A16
Text Generation • 35B • Updated • 25Note Native AXQuant CUDA NVFP4 W4A16 Clef-Omni pack. Vision, the audio encoder, code2wav, and the joint head stay BF16. Not certified.
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 65Note 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 • 26Note AXQ Hy-MT2 pack. Norms and expert_bias stay BF16. Translation quality was not measured. Not certified.
AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 48Note NVFP4 W4A16 development conversion. See the exact pack for runtime evidence; not quality-certified.
AutomatosX/AX-Qwen3.5-9B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 10B • Updated • 29Note NVFP4 W4A16 development conversion. See the exact pack for runtime evidence; not quality-certified.
AutomatosX/AX-Muse-Glimmer-30B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 30B • Updated • 24Note NVFP4 W4A16 development conversion. See the exact pack for runtime evidence; not quality-certified.