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README.md

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+---
+license: cc-by-4.0
+language:
+- en
+tags:
+- speech
+- asr
+- coreml
+- parakeet
+- transducer
+- ios
+base_model: nvidia/parakeet-tdt-0.6b-v2
+---
+
+# Parakeet TDT v3 — CoreML INT8 (iOS)
+
+CoreML INT8 conversion of [NVIDIA Parakeet-TDT 0.6B v2](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v2) optimized for iOS deployment on Neural Engine. Encoder uses `EnumeratedShapes` for variable-length audio input.
+
+## Models
+
+| Model | Description | Compute | Quantization |
+|-------|-------------|---------|-------------|
+| `encoder.mlmodelc` | FastConformer encoder (24L, 1024 hidden) | Neural Engine | INT8 palettized |
+| `decoder.mlmodelc` | LSTM prediction network (2L, 640 hidden) | Neural Engine | FP16 |
+
+## Usage
+
+Used by [speech-swift](https://github.com/soniqo/speech-swift) `ParakeetASR` module:
+
+```swift
+let model = try await ParakeetASRModel.fromPretrained()
+let text = try model.transcribeAudio(samples, sampleRate: 16000)
+```
+
+---
+
+- **Guide**: [soniqo.audio/guides/parakeet](https://soniqo.audio/guides/parakeet)
+- **Docs**: [soniqo.audio](https://soniqo.audio)
+- **GitHub**: [soniqo/speech-swift](https://github.com/soniqo/speech-swift)