Parakeet Primeline Onnx

--- license: cc-by-4.0 language: - de pipeline_tag: automatic-speech-recognition tags: - onnx - onnx-asr - nemo - parakeet - german base_model: primeline/parakeet-primeline --- # Parakeet Primeline ONNX This repository contains an ONNX export of [`primeline/parakeet-primeline`](https://huggingface.co/primeline/parakeet-primeline) for use with [`onnx-asr`](https://github.com/istupakov/onnx-asr) and Scriber. The source model is a German-focused Parakeet/FastConformer-TDT ASR model based on NVIDIA Parakeet TDT 0.6B v3. The original model card reports 2.95% average WER across its German benchmarks and is licensed under CC-BY-4.0. ## Files - `config.json` - `vocab.txt` - `encoder-model.onnx` and `decoder_joint-model.onnx` for full precision `fp32` - ONNX external data weight files used by the `fp32` encoder export - `encoder-model-int8.onnx` and `decoder_joint-model-int8.onnx` for the compact CPU-oriented `int8` export - `scriber-quantizations.json` ## Quantizations | Quantization | Files | Notes | | --- | --- | --- | | `int8` | `encoder-model-int8.onnx`, `decoder_joint-model-int8.onnx` | CPU-load validated with `onnx-asr`; preferred for smaller downloads and normal local use. | | `fp32` | `encoder-model.onnx`, `decoder_joint-model.onnx`, external data files | Full precision export. Load from a complete repository snapshot because the encoder uses many external data files. | ## Scriber usage Scriber can load this model through its Local ONNX provider without installing NeMo/Torch on end-user machines. Scriber selects from the validated `int8` and `fp32` variants and uses the complete local Hugging Face snapshot for `fp32`. ## Attribution Source model: `primeline/parakeet-primeline`, licensed CC-BY-4.0. This repository only repackages the model as ONNX for local inference.

Source context: 41 downloads · 0 likes · Pipeline automatic-speech-recognition · Library nemo · Repo Buttermilk03/parakeet-primeline-onnx