MTP
AXQ packs with native MTP weights or exact-pair external assistants. Packaging, execution, acceptance and speed are separate evidence.
Text Generation • 35B • Updated • 220Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 99Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 210Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 111Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 127Note 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 • 52Note NVFP4 W4A16 development artifact. See manifest-bound runtime evidence; MTP and quality are not certified.
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 523Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 603 • 1Note 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-Qwen3.8-Flash-Next-MLX-AXQ-MXFP4-MTP
Text Generation • 177B • Updated • 237Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 472 • 1Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 565Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Nemotron-3-Super-120B-A12B-MLX-AXQ-MXFP4-MTP
Text Generation • 121B • Updated • 281Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Nemotron-3.5-Lightning-30B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 32B • Updated • 173Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.5-0.8B-decision-MLX-AXQ-MXFP4-MTP
Text Generation • 0.8B • Updated • 180Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.5-0.8B-decision-MLX-AXQ-MXFP8-MTP
Text Generation • 0.8B • Updated • 101Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP8-MTP
Text Generation • 27B • Updated • 69Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP8-MTP
Text Generation • 27B • Updated • 322Note 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-Qwen3.8-Flash-Next-MLX-AXQ-MXFP8-MTP
Text Generation • 177B • Updated • 122Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 193Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 287Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Nemotron-3-Super-120B-A12B-MLX-AXQ-MXFP8-MTP
Text Generation • 121B • Updated • 253Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Nemotron-3.5-Lightning-30B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 32B • Updated • 259Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 198Note Mixed affine6/8/BF16 development pack; see measured BPW. MTP weights preserved; quality and MTP speed are not certified.
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 287Note Mixed affine6/8/BF16 development pack; see measured BPW. MTP weights preserved; quality and MTP speed are not certified.
AutomatosX/AX-Qwen3.8-Flash-Next-MLX-AXQ-6bit-MTP
Text Generation • 177B • Updated • 109Note Mixed affine6/8/BF16 development pack; see measured BPW. MTP weights preserved; quality and MTP speed are not certified.
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-6bit-MTP
Text Generation • 27B • Updated • 257Note 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-Qwen3.5-9B-MLX-AXQ-6bit-MTP
Text Generation • 9B • Updated • 247Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 214Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Nemotron-3-Super-120B-A12B-MLX-AXQ-6bit-MTP
Text Generation • 121B • Updated • 177Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Nemotron-3.5-Lightning-30B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 32B • Updated • 221Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3.5-0.8B-decision-MLX-AXQ-6bit-MTP
0.8B • Updated • 118Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Ornith-1.5-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 265Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Ornith-1.5-9B-MLX-AXQ-6bit-MTP
Text Generation • 9B • Updated • 286Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3.6-27B-MLX-AXQ-6bit-MTP
Text Generation • 27B • Updated • 181Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-gemma-4-26b-a4b-MLX-AXQ-6bit-MTP
Image-Text-to-Text • 26B • Updated • 127Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-gemma-4-31b-MLX-AXQ-6bit-MTP
Image-Text-to-Text • 31B • Updated • 108Note Affine6 base with precision protection. Scoped task smoke passed; not certified.