Feature Extraction
MLX
Safetensors
qwen3
apple-silicon
quantized
mixed-precision
axquant
axq
development
4bit
4-bit precision
embedding
sentence-similarity
Instructions to use AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
| { | |
| "created_at": "2026-08-02T19:19:17.876183Z", | |
| "plan_sha256": "4522171018c8193d7007f226957182ac82ae36b00eed01fdefff34d4e62b7ab6", | |
| "records": [ | |
| { | |
| "bits": 8, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.embed_tokens", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.0.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.0.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.0.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.0.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.0.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.0.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.0.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.1.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.1.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.1.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.1.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.1.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.1.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.1.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.10.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.10.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.10.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.10.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.10.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.10.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.10.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.11.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.11.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.11.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.11.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.11.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.11.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.11.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.12.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.12.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.12.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.12.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.12.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.12.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.12.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.13.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.13.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.13.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.13.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.13.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.13.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.13.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.14.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.14.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.14.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.14.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.14.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.14.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.14.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.15.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.15.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.15.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.15.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.15.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.15.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.15.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.16.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.16.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.16.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.16.self_attn.k_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.16.self_attn.o_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.16.self_attn.q_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.16.self_attn.v_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.17.mlp.down_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.17.mlp.gate_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
| "group_size": 64, | |
| "metadata": {}, | |
| "method": "affine", | |
| "module_path": "model.layers.17.mlp.up_proj", | |
| "note": "MLX-LM affine packing", | |
| "success": true | |
| }, | |
| { | |
| "bits": 4, | |
| "fallback": false, | |
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