Embeddings - a AutomatosX Collection

AutomatosX 's Collections

Embeddings

updated 1 day ago

AXQ Qwen3-Embedding and Nemotron-3-Embed retrieval packs: MLX MXFP4/MXFP8 and CUDA NVFP4.

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

Sentence Similarity • 0.6B • Updated 6 days ago • 43

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 6 days ago • 37

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 6 days ago • 40

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 6 days ago • 36

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 6 days ago • 36

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 6 days ago • 48

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

Feature Extraction • 0.6B • Updated 6 days ago • 61

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

Feature Extraction • 4B • Updated 6 days ago • 61

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

Feature Extraction • 4B • Updated 6 days ago • 70

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

Feature Extraction • 8B • Updated 6 days ago • 73

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

Feature Extraction • 8B • Updated 6 days ago • 165

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

Feature Extraction • 1B • Updated 6 days ago • 34

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

Feature Extraction • 1B • Updated 6 days ago • 30

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

Feature Extraction • 8B • Updated 6 days ago • 40

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

Feature Extraction • 8B • Updated 6 days ago • 64

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

Feature Extraction • 0.7B • Updated 1 day ago • 15

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 1 day ago • 18

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 1 day ago • 80

Note AXQ EmbeddingGemma 2 retrieval pack. Vision and audio towers stay BF16. Not certified.