Qwen - a AutomatosX Collection

AutomatosX 's Collections

AXQ Reference Storage

Qwen

updated 10 days ago

Qwen3.8, Qwen3.6, Qwen3.5, VL, embeddings, and image reference storage.

AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP

Text Generation • 35B • Updated 2 days ago • 172

Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP

Text Generation • 35B • Updated 2 days ago • 70

Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP

Text Generation • 9B • Updated 2 days ago • 164

Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP

Text Generation • 9B • Updated 2 days ago • 76

Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Image-2.1-Turbo-AXQ-NVFP4

Text-to-Image • Updated 19 days ago • 23

Note Custom reference storage; reconstructs BF16/FP32. No native low-precision or quality certification.
AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP

Image-Text-to-Text • 28B • Updated 19 days ago • 97

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 19 days ago • 44

Note NVFP4 W4A16 development artifact. See manifest-bound runtime evidence; MTP and quality are not certified.
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP

Image-Text-to-Text • 28B • Updated 21 days ago • 94

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-Qwen3-Embedding-0.6B-CUDA-AXQ-NVFP4-W4A4

Sentence Similarity • 0.6B • Updated 27 days ago • 65

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 27 days ago • 57

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 27 days ago • 67

Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.
AutomatosX/AX-Qwen3-VL-4B-Instruct-CUDA-AXQ-NVFP4-W4A4

Image-Text-to-Text • 4B • Updated 27 days ago • 57

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 27 days ago • 56

Note Native AXQuant CUDA NVFP4 W4A4. Two-GPU development smoke; no MTP or quality certification.
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP

Text Generation • 27B • Updated 2 days ago • 968

Note 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 2 days ago • 560 • 1

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-Qwen3.8-Flash-Next-MLX-AXQ-MXFP4-MTP

Text Generation • 177B • Updated 27 days ago • 720

Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP8-MTP

Text Generation • 27B • Updated 2 days ago • 118

Note 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 2 days ago • 312

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-Qwen3.8-Flash-Next-MLX-AXQ-MXFP8-MTP

Text Generation • 177B • Updated 27 days ago • 224

Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3-VL-4B-Instruct-MLX-AXQ-MXFP4

Image-Text-to-Text • 4B • Updated 27 days ago • 94

Note AXQ language-path PTQ with a protected BF16 vision tower. Not certified.
AutomatosX/AX-Qwen3-VL-4B-Instruct-MLX-AXQ-MXFP8

Image-Text-to-Text • 4B • Updated 27 days ago • 91

Note AXQ language-path PTQ with a protected BF16 vision tower. Not certified.
AutomatosX/AX-Qwen3-VL-8B-Instruct-MLX-AXQ-MXFP4

Image-Text-to-Text • 9B • Updated 27 days ago • 74

Note AXQ language-path PTQ with a protected BF16 vision tower. Not certified.
AutomatosX/AX-Qwen3-VL-8B-Instruct-MLX-AXQ-MXFP8

Image-Text-to-Text • 9B • Updated 27 days ago • 303

Note AXQ language-path PTQ with a protected BF16 vision tower. Not certified.
AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-MXFP4

Feature Extraction • 0.6B • Updated 27 days ago • 69

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-MXFP8

Feature Extraction • 0.6B • Updated 27 days ago • 83

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Qwen3-Embedding-4B-MLX-AXQ-MXFP4

Feature Extraction • 4B • Updated 27 days ago • 117

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Qwen3-Embedding-4B-MLX-AXQ-MXFP8

Feature Extraction • 4B • Updated 27 days ago • 132

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-MXFP4

Feature Extraction • 8B • Updated 27 days ago • 137

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-MXFP8

Feature Extraction • 8B • Updated 27 days ago • 243

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Qwen3.5-0.8B-decision-MLX-AXQ-MXFP4-MTP

Text Generation • 0.8B • Updated 2 days ago • 159

Note 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 2 days ago • 105

Note AXQ development artifact. Not certified; see the model card.
AutomatosX/AX-Qwen3.5-0.8B-decision-CUDA-AXQ-NVFP4-W4A16

Text Generation • 0.9B • Updated 22 days ago • 34

Note Native AXQuant CUDA NVFP4 W4A16. Development artifact; not certified.
AutomatosX/AX-Qwen3.8-Flash-Next-MLX-AXQ-6bit-MTP

Text Generation • 177B • Updated 10 days ago • 75

Note 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 2 days ago • 203

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-Qwen3-Embedding-0.6B-MLX-AXQ-6bit

Feature Extraction • 0.6B • Updated 10 days ago • 57

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3-Embedding-4B-MLX-AXQ-6bit

Feature Extraction • 4B • Updated 10 days ago • 90

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-6bit

Feature Extraction • 8B • Updated 10 days ago • 101

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-6bit-MTP

Text Generation • 9B • Updated 2 days ago • 210

Note 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 2 days ago • 175

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3-VL-4B-Instruct-MLX-AXQ-6bit

Image-Text-to-Text • 4B • Updated 10 days ago • 64

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3-VL-8B-Instruct-MLX-AXQ-6bit

Image-Text-to-Text • 9B • Updated 10 days ago • 78

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3.6-27B-MLX-AXQ-6bit-MTP

Text Generation • 27B • Updated 2 days ago • 150

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3-Coder-Next-MLX-AXQ-6bit

Text Generation • 80B • Updated 10 days ago • 120

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Qwen3-VL-32B-Thinking-MLX-AXQ-6bit

Image-Text-to-Text • 33B • Updated 10 days ago • 71

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.