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README.md

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+---
+license: mit
+tags:
+  - mlx
+  - 4bit
+  - whisper
+  - stt
+  - metalrt
+  - apple-silicon
+---
+
+# Whisper Small — MLX 4-bit Quantized
+
+Custom MLX 4-bit quantization of [OpenAI Whisper Small](https://huggingface.co/openai/whisper-small) optimized for [MetalRT](https://github.com/RunanywhereAI/metalrt-binaries) GPU inference on Apple Silicon.
+
+## Usage
+
+Used by [RCLI](https://github.com/RunanywhereAI/RCLI) with the MetalRT engine for speech-to-text:
+
+```bash
+rcli setup          # select MetalRT or Both engines
+```
+
+> **Note**: Whisper Small is in GPU beta. Whisper Tiny is recommended for production use.
+
+## License
+
+Model weights: [MIT](https://github.com/openai/whisper/blob/main/LICENSE) (OpenAI)
+MetalRT engine: [Proprietary](https://github.com/RunanywhereAI/metalrt-binaries/blob/main/LICENSE) (RunAnywhere, Inc.)
+
+## Contact
+
+founder@runanywhere.ai | https://runanywhere.ai

config.json

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+{
+    "n_mels": 80,
+    "n_audio_ctx": 1500,
+    "n_audio_state": 768,
+    "n_audio_head": 12,
+    "n_audio_layer": 12,
+    "n_vocab": 51865,
+    "n_text_ctx": 448,
+    "n_text_state": 768,
+    "n_text_head": 12,
+    "n_text_layer": 12,
+    "quantization": {
+        "group_size": 64,
+        "bits": 4
+    },
+    "model_type": "whisper"
+}

whisper-small-mlx-4bit/.gitattributes

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whisper-small-mlx-4bit/README.md

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+---
+library_name: mlx
+---
+
+# whisper-small-mlx-4bit
+This model was converted to MLX format from [`small`]().
+
+## Use with mlx
+```bash
+git clone https://github.com/ml-explore/mlx-examples.git
+cd mlx-examples/whisper/
+pip install -r requirements.txt
+
+>> import whisper
+>> whisper.transcribe("FILE_NAME")
+```

whisper-small-mlx-4bit/config.json

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+{
+    "n_mels": 80,
+    "n_audio_ctx": 1500,
+    "n_audio_state": 768,
+    "n_audio_head": 12,
+    "n_audio_layer": 12,
+    "n_vocab": 51865,
+    "n_text_ctx": 448,
+    "n_text_state": 768,
+    "n_text_head": 12,
+    "n_text_layer": 12,
+    "quantization": {
+        "group_size": 64,
+        "bits": 4
+    },
+    "model_type": "whisper"
+}

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