# AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit

Model from Hugging Face for feature extraction: AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit · mlx

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: mlx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit
- Hosting: hosted (6 files)
- Files: 6 hosted of 13 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 6 files, 424.8 MB
- Full repo upstream: 425.2 MB
- Recommended file: 413.3 MB · model.safetensors
- Parameters: 600M
- Download: https://huggingbay.xyz/artifact/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 94
- Stars: 0
- Card completeness: 93%

## Description

External Hugging Face catalog record for AutomatosX/AX-Qwen3-Embedding-0.6B-MLX-AXQ-4bit. Task: feature extraction. Library: mlx. Base model: Qwen/Qwen3-Embedding-0.6B. Popularity signal at import: 94 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: mlx
- Base model: Qwen/Qwen3-Embedding-0.6B
- Task categories: feature-extraction
- File hints: 13 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (7.6 KB)
- axquant_manifest.json (5.2 KB)
- axquant_plan.json (277 KB)
- axquant_quantizer_execution.json (47 KB)
- axquant_runtime.json (1.6 KB)
- chat_template.jinja (4.0 KB)
- config.json (54 KB)
- generation_config.json (117 B)
- model.safetensors (394 MB) LFS
- model.safetensors.index.json (49 KB)
- tokenizer.json (11 MB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T05:29:08.183Z.
- Open license detected as apache-2.0.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-0-6b-mlx-axq-4bit/decentralized-fallbacks