Feature Extraction
MLX
Safetensors
ministral3
apple-silicon
quantized
mixed-precision
axquant
axq
development
mistral3
MXFP4
embedding
sentence-similarity
4-bit precision
Instructions to use AutomatosX/AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use AutomatosX/AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download AutomatosX/AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4 --local-dir AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Record architecture-specific runtime format audit and n-gram scope
Browse files- README.md +11 -0
- axquant_manifest.json +8 -3
- runtime_audit.json +51 -0
README.md
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@@ -19,6 +19,17 @@ tags:
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- sentence-similarity
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---
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# AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4 — 5.25 BPW measured main
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An **AXQuant (AXQ)** mixed-precision MLX checkpoint for Apple Silicon, converted directly from
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- sentence-similarity
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---
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## Runtime format audit (2026-10-06)
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No quantization-container correction was needed.
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This family has no n-gram tensors; no n-gram file or declaration was added.
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This remote format audit does not grant an oMLX/MTPLX runtime profile or a successful load/generation claim.
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See [runtime_audit.json](runtime_audit.json) for pinned config/index/header
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bindings, architecture, physical-format findings, and applied corrections.
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This is development evidence; no quality, MTP exactness, speed, or certification
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claim is added. Historical evidence stays bound to its original revision.
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# AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4 — 5.25 BPW measured main
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An **AXQuant (AXQ)** mixed-precision MLX checkpoint for Apple Silicon, converted directly from
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axquant_manifest.json
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@@ -1,7 +1,7 @@
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{
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"axquant_version": "1.9.0",
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"calibration": null,
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-
"created_at": "2026-10-
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"effective_bpw": 5.824132230218152,
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"files": [
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{
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@@ -11,8 +11,8 @@
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},
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{
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"path": "README.md",
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-
"sha256": "
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"size_bytes":
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},
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{
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"path": "axquant_plan.json",
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"sha256": "21ddb3037a55ebf4549eb5c1dc44c3f28f10b56ec7f1335c92fd90e5b30d88ac",
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"size_bytes": 350
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},
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{
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"path": "sentence_bert_config.json",
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"sha256": "0b1d25d4d13c72c255a7eaaf8921ca481c4cd61ad894e7209c52dc5e1ac3f3bd",
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{
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"axquant_version": "1.9.0",
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"calibration": null,
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+
"created_at": "2026-10-06T21:00:40.440983+00:00",
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"effective_bpw": 5.824132230218152,
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"files": [
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{
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},
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{
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"path": "README.md",
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"sha256": "d5d1cf2901f2899c12dbef19749e3d2547e4150ef45141d965c511241a469853",
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"size_bytes": 8416
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},
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{
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"path": "axquant_plan.json",
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"sha256": "21ddb3037a55ebf4549eb5c1dc44c3f28f10b56ec7f1335c92fd90e5b30d88ac",
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"size_bytes": 350
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},
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{
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"path": "runtime_audit.json",
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"sha256": "fb074e2d71f459abf1d4349d31b11203e1f801c590a85c5d8aa2c734c4b2c365",
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"size_bytes": 1779
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},
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{
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"path": "sentence_bert_config.json",
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"sha256": "0b1d25d4d13c72c255a7eaaf8921ca481c4cd61ad894e7209c52dc5e1ac3f3bd",
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runtime_audit.json
ADDED
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{
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"applied_config_corrections": [],
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"current_config_sha256": "88008efd186723ab03e22dbde6903f9167a654c1b96f4f14cd7990157ea8e6de",
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"date": "2026-10-06",
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"header_sha256": {
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"model.safetensors": "b9012b9c5c834d1c991f258f7582c9e1c0f11024ab14e253993564d66b19812a"
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},
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"input_bindings": {
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"axquant_manifest.json": "6a932057dc8bf5ecbe639f07de880723ab57deffb80a114534514ae4017dee19",
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"config.json": "88008efd186723ab03e22dbde6903f9167a654c1b96f4f14cd7990157ea8e6de",
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"model.safetensors.index.json": "9829bfd479252cf6202d53f64a2f17a8cfef92a6e4b07bb02226a0646f59435d"
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},
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"issues": [],
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"model_type": "ministral3",
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"mtp_files": [],
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"ngram_action": "none; do not invent n-gram data",
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"ngram_files": [],
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"ngram_quantization": [],
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"ngram_table_metadata": null,
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"ngram_tensor_count": 0,
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"quality_certified": false,
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"quantization": {
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"quantization": {
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"container_mode": "affine",
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"per_module_modes": {
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"affine": 1,
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"mxfp4": 112
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},
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"physical_recipe_issues": []
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},
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"quantization_config": {
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"container_mode": "affine",
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"per_module_modes": {
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"affine": 1,
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"mxfp4": 112
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},
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"physical_recipe_issues": []
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}
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},
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"removed_source_evidence": [],
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"repo_id": "AutomatosX/AX-Nemotron-3-Embed-1B-MLX-AXQ-MXFP4",
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"runtime_arch_id": null,
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"runtime_verified": false,
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"schema_version": "axquant.hub-runtime-audit.v1",
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"scope": "Pinned remote config/index/Safetensors header audit; no runtime load or generation claim.",
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"source_revision": "1823e118647e87f5c7d6283f5157d85f63f78e8d",
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"status": "no-audited-peer-export-profile",
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"unchanged_weight_sha256": {
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"model.safetensors": "eef6d2022c3b89aac19ec097e1bc9367efdccccaef54f8373965c10b59930d2c"
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}
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}
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