6-bit - a AutomatosX Collection

AutomatosX 's Collections

AXQ Reference Storage

6-bit

updated 3 days ago

MLX affine6 base packs with precision protection. MTP where packaged; see measured BPW and per-model runtime evidence. Not certified.

AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-6bit-MTP

Text Generation • 35B • Updated 3 days ago • 32

Note 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 3 days ago • 55

Note 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 3 days ago • 54

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 3 days ago • 60

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 3 days ago • 31

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

Feature Extraction • 4B • Updated 3 days ago • 48

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

Feature Extraction • 8B • Updated 3 days ago • 40

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-EmbeddingGemma-2-MLX-AXQ-6bit

Feature Extraction • 0.7B • Updated 3 days ago • 28

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Nemotron-3-Embed-8B-MLX-AXQ-6bit

Feature Extraction • 8B • Updated 3 days ago • 59

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 3 days ago • 76

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 3 days ago • 41

Note 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 3 days ago • 82

Note 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 3 days ago • 95

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

9B • Updated 3 days ago • 30

Note 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 3 days ago • 43

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Nemotron-3-Embed-1B-MLX-AXQ-6bit

Feature Extraction • 1B • Updated 3 days ago • 56

Note 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 3 days ago • 66

Note 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 3 days ago • 69

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 3 days ago • 46

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 3 days ago • 53

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

27B • Updated 3 days ago • 28

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-6bit

Image-Text-to-Text • 35B • Updated 3 days ago • 82

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 3 days ago • 28

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-gemma-4-12b-MLX-AXQ-6bit

Image-Text-to-Text • 12B • Updated 3 days ago • 37

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Hy-MT2-30B-A3B-MLX-AXQ-6bit

Text Generation • 30B • Updated 3 days ago • 30

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

Text Generation • 80B • Updated 3 days ago • 62

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-AXQ-6bit

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

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-6bit

Image-Text-to-Text • 3B • Updated 3 days ago • 92

Note 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 3 days ago • 55

Note 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 3 days ago • 41

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Muse-Glimmer-30B-MLX-AXQ-6bit

Text Generation • 30B • Updated 3 days ago • 75

Note Affine6 base with precision protection. Scoped task smoke passed; not certified.
AutomatosX/AX-Clef-Omni-30B-A3B-MLX-AXQ-6bit

35B • Updated 3 days ago • 24

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 3 days ago • 48

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