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README.md
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@@ -20,6 +20,31 @@ Fine-tuned [openai/whisper-small](https://huggingface.co/openai/whisper-small) (
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Brought to you by the [LocalAI](https://github.com/mudler/LocalAI) team. This model can be used directly with [LocalAI](https://localai.io).
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## Results
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Evaluated on Common Voice 25.0 Italian test set (15,184 samples):
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Brought to you by the [LocalAI](https://github.com/mudler/LocalAI) team. This model can be used directly with [LocalAI](https://localai.io).
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## Usage with LocalAI
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This model is ready to use with [LocalAI](https://localai.io) via the `whisperx` backend.
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Save the following as `whisperx-small-it.yaml` in your LocalAI models directory:
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```yaml
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name: whisperx-small-it
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backend: whisperx
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known_usecases:
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- transcript
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parameters:
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model: LocalAI-io/whisper-small-it-ct2-int8
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language: it
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```
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Then transcribe audio via the OpenAI-compatible endpoint:
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```bash
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curl http://localhost:8080/v1/audio/transcriptions \
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-H "Content-Type: multipart/form-data" \
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-F file="@audio.mp3" \
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-F model="whisperx-small-it"
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```
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## Results
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Evaluated on Common Voice 25.0 Italian test set (15,184 samples):
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