Gemma AXQ research packs. Model-specific runtime evidence; no inherited quality or MTP-speed certification.
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Recent Activity
updated a collection about 3 hours ago
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Qwen3-VL updated a collection about 3 hours ago
QwenOrganizations
MLX affine6 base packs with precision protection. MTP where packaged; see measured BPW and per-model runtime evidence. Not certified.
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AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 12 -
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 13 -
AutomatosX/AX-Qwen3.8-Flash-Next-MLX-AXQ-6bit-MTP
Text Generation • 177B • Updated • 1 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-6bit-MTP
Text Generation • 27B • Updated • 6
MLX AXQ MXFP8 development checkpoints; protected tensors keep their declared precision.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 122 -
AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 238
AXQ packs with native MTP weights or exact-pair external assistants. Packaging, execution, acceptance and speed are separate evidence.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
Custom low-precision storage with explicit BF16/FP32 reconstruction. No native low-precision or quality certification.
AX BI selected AXQ Qwen and Nemotron MLX MXFP4/MXFP8 packs with protected MTP. Development artifacts; see individual model cards.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
Qwen3.8, Qwen3.6, Qwen3.5, VL, embeddings, and image reference storage.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
Nemotron-3-Embed 1B/8B retrieval and Super-120B/Lightning-30B MTP AXQ packs: MLX MXFP4/MXFP8 and CUDA NVFP4. Not certified.
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AutomatosX/AX-Nemotron-3-Embed-1B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 1B • Updated • 47 -
AutomatosX/AX-Nemotron-3-Embed-8B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 8B • Updated • 48 -
AutomatosX/AX-Nemotron-3-Super-120B-A12B-CUDA-AXQ-NVFP4-MTP
Text Generation • 124B • Updated • 532 -
AutomatosX/AX-Nemotron-3.5-Lightning-30B-A3B-CUDA-AXQ-NVFP4-MTP
Text Generation • 33B • Updated • 610
Tiel Coder 35B-A3B affine6/MXFP4/MXFP8 with packaged MTP, and the Cyber variant.
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AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 918 • 1 -
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 862 -
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 185 -
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 237
Official 35B-A3B MiniCPM-V 4.7 AXQ MLX MXFP4/MXFP8 and NVFP4 development packs. CPU-reference NVFP4; no certification.
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AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-MXFP4
Image-Text-to-Text • 35B • Updated • 48 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-MXFP8
Image-Text-to-Text • 35B • Updated • 63 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 35B • Updated • 10 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-6bit
Image-Text-to-Text • 35B • Updated
Cloudflare Clef, Clef-Flash, and Clef-Omni: MLX MXFP4/MXFP8 and CUDA NVFP4 W4A16.
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AutomatosX/AX-Clef-Flash-9B-CUDA-AXQ-NVFP4-W4A16
Text Generation • 9B • Updated • 28 -
AutomatosX/AX-Clef-27B-CUDA-AXQ-NVFP4-W4A16
Text Generation • 27B • Updated • 33 -
AutomatosX/AX-Clef-Omni-30B-A3B-CUDA-AXQ-NVFP4-W4A16
Text Generation • 35B • Updated • 31 -
AutomatosX/AX-Clef-Flash-9B-MLX-AXQ-MXFP4
Text Generation • 9B • Updated • 39
DeepSeek-OCR-2 and Unlimited-OCR development packs: MLX MXFP8 and CUDA NVFP4.
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AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 3B • Updated • 63 -
AutomatosX/AX-Unlimited-OCR-3B-MoE-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 75 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 122 -
AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 80
Hy-MT2 MLX MXFP4/MXFP8 and CUDA NVFP4 W4A16. Not certified.
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AutomatosX/AX-Hy-MT2-30B-A3B-CUDA-AXQ-NVFP4-W4A16
Translation • 30B • Updated • 47 -
AutomatosX/AX-Hy-MT2-30B-A3B-MLX-AXQ-MXFP4
Text Generation • 30B • Updated • 224 -
AutomatosX/AX-Hy-MT2-30B-A3B-MLX-AXQ-MXFP8
Text Generation • 30B • Updated • 85 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-MXFP4
Image-Text-to-Text • 35B • Updated • 48
Ornith AXQ research packs. Model-specific runtime evidence; no inherited quality or MTP-speed certification.
MLX AXQ MXFP4 development checkpoints; reference-only storage is listed separately.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 791 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 315 • 1
NVFP4 W4A16/W4A4 development packs; CPU-reference exports are identified per card. CUDA runtime evidence is model-specific.
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AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 69 -
AutomatosX/AX-Qwen3.5-9B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 10B • Updated • 38 -
AutomatosX/AX-Muse-Glimmer-30B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 30B • Updated • 41 -
AutomatosX/AX-Qwen3-Embedding-0.6B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 0.6B • Updated • 51
NVFP4 development packs, including CPU-reference exports, and AXDocLayout FP32 CUDA TF32 sources. Runtime evidence is model-specific.
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AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 35B • Updated • 10 -
AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 69 -
AutomatosX/AX-Qwen3.5-9B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 10B • Updated • 38 -
AutomatosX/AX-Muse-Glimmer-30B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 30B • Updated • 41
Muse Glimmer NVFP4 W4A16 development conversion. Vision stays at source precision. Not quality-certified.
AX Work selected AXQ Qwen and Nemotron MLX MXFP4/MXFP8 packs with protected MTP. Development artifacts; see individual model cards.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
AXQ embedding packs: MLX affine6/MXFP4/MXFP8 and CUDA NVFP4. See task-specific loader, pooling and runtime evidence. Not certified.
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AutomatosX/AX-Qwen3-Embedding-0.6B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 0.6B • Updated • 51 -
AutomatosX/AX-Qwen3-Embedding-4B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 4B • Updated • 44 -
AutomatosX/AX-Qwen3-Embedding-8B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 8B • Updated • 50 -
AutomatosX/AX-Nemotron-3-Embed-1B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 1B • Updated • 47
Qwen3.8: MLX affine6/MXFP4/MXFP8 and CUDA NVFP4 development packs with packaged MTP.
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AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 69 -
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 791 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 315 • 1 -
AutomatosX/AX-Qwen3.8-Flash-Next-MLX-AXQ-MXFP4-MTP
Text Generation • 177B • Updated • 713
Coding-source AXQ packs including Tiel, Cyber, Swift, Flash Next and Qwen3-Coder-Next. Check per-model runtime and MTP evidence.
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AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 918 • 1 -
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 185 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 315 • 1 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP8-MTP
Text Generation • 27B • Updated • 221
Qwen3-VL MLX affine6/MXFP4/MXFP8 and CUDA NVFP4 packs. Protected vision; model-specific image smoke evidence. Not certified.
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AutomatosX/AX-Qwen3-VL-4B-Instruct-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 4B • Updated • 50 -
AutomatosX/AX-Qwen3-VL-8B-Instruct-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 9B • Updated • 52 -
AutomatosX/AX-Qwen3-VL-4B-Instruct-MLX-AXQ-MXFP4
Image-Text-to-Text • 4B • Updated • 81 -
AutomatosX/AX-Qwen3-VL-4B-Instruct-MLX-AXQ-MXFP8
Image-Text-to-Text • 4B • Updated • 78
DeepSeek-OCR-2 MLX MXFP8 and CUDA NVFP4 W4A16/W4A4 development packs.
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AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 3B • Updated • 63 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 122 -
AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 80 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-6bit
Image-Text-to-Text • 3B • Updated • 59
Unlimited-OCR 3B MoE: CUDA NVFP4 W4A16 and MLX MXFP8 development packs.
MLX packs only, including model-specific detectors. Native NVIDIA checkpoints are listed in the CUDA collection.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
Gemma AXQ research packs. Model-specific runtime evidence; no inherited quality or MTP-speed certification.
Ornith AXQ research packs. Model-specific runtime evidence; no inherited quality or MTP-speed certification.
MLX affine6 base packs with precision protection. MTP where packaged; see measured BPW and per-model runtime evidence. Not certified.
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AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 12 -
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-6bit-MTP
Text Generation • 35B • Updated • 13 -
AutomatosX/AX-Qwen3.8-Flash-Next-MLX-AXQ-6bit-MTP
Text Generation • 177B • Updated • 1 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-6bit-MTP
Text Generation • 27B • Updated • 6
MLX AXQ MXFP4 development checkpoints; reference-only storage is listed separately.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 791 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 315 • 1
MLX AXQ MXFP8 development checkpoints; protected tensors keep their declared precision.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 122 -
AutomatosX/AX-Unlimited-OCR-3B-MoE-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 238
NVFP4 W4A16/W4A4 development packs; CPU-reference exports are identified per card. CUDA runtime evidence is model-specific.
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AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 69 -
AutomatosX/AX-Qwen3.5-9B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 10B • Updated • 38 -
AutomatosX/AX-Muse-Glimmer-30B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 30B • Updated • 41 -
AutomatosX/AX-Qwen3-Embedding-0.6B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 0.6B • Updated • 51
AXQ packs with native MTP weights or exact-pair external assistants. Packaging, execution, acceptance and speed are separate evidence.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
NVFP4 development packs, including CPU-reference exports, and AXDocLayout FP32 CUDA TF32 sources. Runtime evidence is model-specific.
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AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 35B • Updated • 10 -
AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 69 -
AutomatosX/AX-Qwen3.5-9B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 10B • Updated • 38 -
AutomatosX/AX-Muse-Glimmer-30B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 30B • Updated • 41
Custom low-precision storage with explicit BF16/FP32 reconstruction. No native low-precision or quality certification.
Muse Glimmer NVFP4 W4A16 development conversion. Vision stays at source precision. Not quality-certified.
AX BI selected AXQ Qwen and Nemotron MLX MXFP4/MXFP8 packs with protected MTP. Development artifacts; see individual model cards.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
AX Work selected AXQ Qwen and Nemotron MLX MXFP4/MXFP8 packs with protected MTP. Development artifacts; see individual model cards.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
Qwen3.8, Qwen3.6, Qwen3.5, VL, embeddings, and image reference storage.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37
AXQ embedding packs: MLX affine6/MXFP4/MXFP8 and CUDA NVFP4. See task-specific loader, pooling and runtime evidence. Not certified.
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AutomatosX/AX-Qwen3-Embedding-0.6B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 0.6B • Updated • 51 -
AutomatosX/AX-Qwen3-Embedding-4B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 4B • Updated • 44 -
AutomatosX/AX-Qwen3-Embedding-8B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 8B • Updated • 50 -
AutomatosX/AX-Nemotron-3-Embed-1B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 1B • Updated • 47
Nemotron-3-Embed 1B/8B retrieval and Super-120B/Lightning-30B MTP AXQ packs: MLX MXFP4/MXFP8 and CUDA NVFP4. Not certified.
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AutomatosX/AX-Nemotron-3-Embed-1B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 1B • Updated • 47 -
AutomatosX/AX-Nemotron-3-Embed-8B-CUDA-AXQ-NVFP4-W4A4
Sentence Similarity • 8B • Updated • 48 -
AutomatosX/AX-Nemotron-3-Super-120B-A12B-CUDA-AXQ-NVFP4-MTP
Text Generation • 124B • Updated • 532 -
AutomatosX/AX-Nemotron-3.5-Lightning-30B-A3B-CUDA-AXQ-NVFP4-MTP
Text Generation • 33B • Updated • 610
Qwen3.8: MLX affine6/MXFP4/MXFP8 and CUDA NVFP4 development packs with packaged MTP.
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AutomatosX/AX-Qwen3.8-27B-CUDA-AXQ-NVFP4-W4A16-MTP
Image-Text-to-Text • 28B • Updated • 69 -
AutomatosX/AX-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 791 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 315 • 1 -
AutomatosX/AX-Qwen3.8-Flash-Next-MLX-AXQ-MXFP4-MTP
Text Generation • 177B • Updated • 713
Tiel Coder 35B-A3B affine6/MXFP4/MXFP8 with packaged MTP, and the Cyber variant.
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AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 918 • 1 -
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 862 -
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 185 -
AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 237
Coding-source AXQ packs including Tiel, Cyber, Swift, Flash Next and Qwen3-Coder-Next. Check per-model runtime and MTP evidence.
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AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 918 • 1 -
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 185 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP
Text Generation • 27B • Updated • 315 • 1 -
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP8-MTP
Text Generation • 27B • Updated • 221
Official 35B-A3B MiniCPM-V 4.7 AXQ MLX MXFP4/MXFP8 and NVFP4 development packs. CPU-reference NVFP4; no certification.
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AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-MXFP4
Image-Text-to-Text • 35B • Updated • 48 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-MXFP8
Image-Text-to-Text • 35B • Updated • 63 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 35B • Updated • 10 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-6bit
Image-Text-to-Text • 35B • Updated
Qwen3-VL MLX affine6/MXFP4/MXFP8 and CUDA NVFP4 packs. Protected vision; model-specific image smoke evidence. Not certified.
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AutomatosX/AX-Qwen3-VL-4B-Instruct-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 4B • Updated • 50 -
AutomatosX/AX-Qwen3-VL-8B-Instruct-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 9B • Updated • 52 -
AutomatosX/AX-Qwen3-VL-4B-Instruct-MLX-AXQ-MXFP4
Image-Text-to-Text • 4B • Updated • 81 -
AutomatosX/AX-Qwen3-VL-4B-Instruct-MLX-AXQ-MXFP8
Image-Text-to-Text • 4B • Updated • 78
Cloudflare Clef, Clef-Flash, and Clef-Omni: MLX MXFP4/MXFP8 and CUDA NVFP4 W4A16.
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AutomatosX/AX-Clef-Flash-9B-CUDA-AXQ-NVFP4-W4A16
Text Generation • 9B • Updated • 28 -
AutomatosX/AX-Clef-27B-CUDA-AXQ-NVFP4-W4A16
Text Generation • 27B • Updated • 33 -
AutomatosX/AX-Clef-Omni-30B-A3B-CUDA-AXQ-NVFP4-W4A16
Text Generation • 35B • Updated • 31 -
AutomatosX/AX-Clef-Flash-9B-MLX-AXQ-MXFP4
Text Generation • 9B • Updated • 39
DeepSeek-OCR-2 MLX MXFP8 and CUDA NVFP4 W4A16/W4A4 development packs.
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AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 3B • Updated • 63 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 122 -
AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 80 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-6bit
Image-Text-to-Text • 3B • Updated • 59
DeepSeek-OCR-2 and Unlimited-OCR development packs: MLX MXFP8 and CUDA NVFP4.
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AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A4
Image-Text-to-Text • 3B • Updated • 63 -
AutomatosX/AX-Unlimited-OCR-3B-MoE-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 75 -
AutomatosX/AX-DeepSeek-OCR-2-MLX-AXQ-MXFP8
Image-Text-to-Text • 3B • Updated • 122 -
AutomatosX/AX-DeepSeek-OCR-2-CUDA-AXQ-NVFP4-W4A16
Image-Text-to-Text • 3B • Updated • 80
Unlimited-OCR 3B MoE: CUDA NVFP4 W4A16 and MLX MXFP8 development packs.
Hy-MT2 MLX MXFP4/MXFP8 and CUDA NVFP4 W4A16. Not certified.
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AutomatosX/AX-Hy-MT2-30B-A3B-CUDA-AXQ-NVFP4-W4A16
Translation • 30B • Updated • 47 -
AutomatosX/AX-Hy-MT2-30B-A3B-MLX-AXQ-MXFP4
Text Generation • 30B • Updated • 224 -
AutomatosX/AX-Hy-MT2-30B-A3B-MLX-AXQ-MXFP8
Text Generation • 30B • Updated • 85 -
AutomatosX/AX-MiniCPM-V-4.7-35B-A3B-MLX-AXQ-MXFP4
Image-Text-to-Text • 35B • Updated • 48
MLX packs only, including model-specific detectors. Native NVIDIA checkpoints are listed in the CUDA collection.
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AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP4-MTP
Text Generation • 35B • Updated • 42 -
AutomatosX/AX-Qwen3.6-35B-A3B-MLX-AXQ-MXFP8-MTP
Text Generation • 35B • Updated • 38 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP4-MTP
Text Generation • 9B • Updated • 42 -
AutomatosX/AX-Qwen3.5-9B-MLX-AXQ-MXFP8-MTP
Text Generation • 9B • Updated • 37