Embeddings - a AutomatosX Collection

AutomatosX 's Collections

AXQ Reference Storage

Embeddings

updated 12 days ago

AXQ embedding packs: MLX affine6/MXFP4/MXFP8 and CUDA NVFP4. See task-specific loader, pooling and runtime evidence. Not certified.

AutomatosX/AX-Qwen3-Embedding-0.6B-CUDA-AXQ-NVFP4-W4A4

Sentence Similarity • 0.6B • Updated 29 days ago • 44

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 29 days ago • 44

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 29 days ago • 45

Note 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 29 days ago • 38

Note 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 29 days ago • 40

Note Native AXQuant CUDA NVFP4 W4A4 retrieval pack. Two-GPU development checks; not certified.
AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-MXFP4

Feature Extraction • 0.6B • Updated 29 days ago • 46

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

Feature Extraction • 0.6B • Updated 29 days ago • 49

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

Feature Extraction • 4B • Updated 29 days ago • 90

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

Feature Extraction • 4B • Updated 29 days ago • 101

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

Feature Extraction • 8B • Updated 29 days ago • 108

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

Feature Extraction • 8B • Updated 29 days ago • 179

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4

Feature Extraction • 1B • Updated 29 days ago • 47

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP8

Feature Extraction • 1B • Updated 29 days ago • 29

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Nemotron-3-Embed-8B-MLX-AXQ-MXFP4

Feature Extraction • 8B • Updated 29 days ago • 39

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-Nemotron-3-Embed-8B-MLX-AXQ-MXFP8

Feature Extraction • 8B • Updated 29 days ago • 88

Note AXQ retrieval pack (feature-extraction only). Not certified.
AutomatosX/AX-EmbeddingGemma-2-CUDA-AXQ-NVFP4-W4A16

Feature Extraction • 0.7B • Updated 24 days ago • 53

Note Native AXQuant CUDA NVFP4 W4A16 EmbeddingGemma 2 pack. Activations stay BF16. Not certified.
AutomatosX/AX-EmbeddingGemma-2-MLX-AXQ-MXFP4

Feature Extraction • 0.7B • Updated 24 days ago • 94

Note AXQ EmbeddingGemma 2 retrieval pack. Vision and audio towers stay BF16. Not certified.
AutomatosX/AX-EmbeddingGemma-2-MLX-AXQ-MXFP8

Feature Extraction • 0.7B • Updated 24 days ago • 237

Note AXQ EmbeddingGemma 2 retrieval pack. Vision and audio towers stay BF16. Not certified.
AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-6bit

Feature Extraction • 0.6B • Updated 12 days ago • 63

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

Feature Extraction • 4B • Updated 12 days ago • 102

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

Feature Extraction • 8B • Updated 12 days ago • 114

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

Feature Extraction • 0.7B • Updated 12 days ago • 52

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 12 days ago • 77

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 12 days ago • 74

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