🧠
Qwen3 Asr Coreml model by aufklarer
⭐ 41.9
🧠
Model

Qwen3 Asr Coreml

by aufklarer hf-model--aufklarer--qwen3-asr-coreml
Nexus Index
41.9 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 31
R: Recency 97
Q: Quality 50
Tech Context
Vital Performance
1.9K DL / 30D
0.0%
Source →
Audited 41.9 FNI Score
Tiny - Params
- Context
1.9K Downloads
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID hf-model--aufklarer--qwen3-asr-coreml
License Apache-2.0
Provider huggingface
📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__aufklarer__qwen3_asr_coreml,
  author = {aufklarer},
  title = {Qwen3 Asr Coreml Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/aufklarer/qwen3-asr-coreml}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
aufklarer. (2026). Qwen3 Asr Coreml [Model]. Free2AITools. https://huggingface.co/aufklarer/qwen3-asr-coreml

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download aufklarer/qwen3-asr-coreml

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
41.9
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 31
Recency (R) 97
Quality (Q) 50

đŸ’Ŧ Index Insight

FNI V2.0 for Qwen3 Asr Coreml: Semantic (S:50), Authority (A:0), Popularity (P:31), Recency (R:97), Quality (Q:50).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
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🚀 What's Next?

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⚡

Deployment Guide

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Technical Deep Dive

Qwen3-ASR-0.6B — CoreML

CoreML conversion of Qwen/Qwen3-ASR-0.6B for Apple Neural Engine.

Contains both audio encoder and text decoder for full Neural Engine inference (no GPU required).

Models

Model Description Quantization
encoder.mlmodelc Audio encoder (mel → embeddings) INT8 palettized
embedding.mlmodelc Token embedding lookup INT8 palettized
decoder.mlmodelc Text decoder with KV cache (28 layers) INT8 palettized
encoder_int4.mlpackage Audio encoder source INT4 palettized
encoder_int8.mlpackage Audio encoder source INT8 palettized

Usage

Full CoreML pipeline (encoder + decoder on Neural Engine):

Welcome to Swift!

Subcommands:

swift build Build Swift packages swift package Create and work on packages swift run Run a program from a package swift test Run package tests swift repl Experiment with Swift code interactively

Use swift --version for Swift version information.

Use swift --help for descriptions of available options and flags.

Use swift help <subcommand> for more information about a subcommand.

Hybrid mode (CoreML encoder + MLX decoder on GPU):

Architecture

  • Audio encoder: 18-layer Whisper-style transformer (896 dim, 14 heads)
  • Text decoder: 28 layers, 1024 hidden, 16 heads (8 KV heads)
  • KV cache: Fixed 1024 tokens via CoreML MLState
  • Requires: macOS 15+ / iOS 18+ (full CoreML mode)

⚠ī¸ Incomplete Data

Some information about this model is not available. Use with Caution - Verify details from the original source before relying on this data.

View Original Source →

📝 Limitations & Considerations

  • â€ĸ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • â€ĸ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • â€ĸ FNI scores are relative rankings and may change as new models are added.
  • ⚠ License Unknown: Verify licensing terms before commercial use.

Social Proof

HuggingFace Hub
1.9KDownloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-model--aufklarer--qwen3-asr-coreml
slug
aufklarer--qwen3-asr-coreml
source
huggingface
author
aufklarer
license
Apache-2.0
tags
coreml, qwen3-asr-decoder-coreml, speech, asr, qwen3, neural-engine, automatic-speech-recognition, en, zh, ja, ko, fr, de, es, base_model:qwen/qwen3-asr-0.6b, base_model:quantized:qwen/qwen3-asr-0.6b, license:apache-2.0, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag
automatic-speech-recognition

📊 Engagement & Metrics

downloads
1,894
stars
0
forks
null

Data indexed from public sources. Updated daily.