Automatic Speech Recognition
NeMo
English
Hebrew
parakeet
tdt
english
hebrew
code-switching
dictation
continued-training
Instructions to use Hebrish/Sabich-Rolling with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use Hebrish/Sabich-Rolling with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("Hebrish/Sabich-Rolling") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
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Download README.md from Hebrish/Sabich-Rolling: direct link, hf CLI and curl.
- Browser
- Download file 1.87 kB
-
https://huggingface.co/Hebrish/Sabich-Rolling/resolve/main/README.md
- Command line
-
hf download hf://Hebrish/Sabich-Rolling/README.md
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curl -L -H "Authorization: Bearer $HF_TOKEN" -o README.md https://huggingface.co/Hebrish/Sabich-Rolling/resolve/main/README.md
1.87 kB
| license: cc-by-nc-4.0 | |
| language: | |
| - en | |
| - he | |
| base_model: Hebrish/Sabich | |
| base_model_relation: finetune | |
| pipeline_tag: automatic-speech-recognition | |
| library_name: nemo | |
| tags: | |
| - parakeet | |
| - tdt | |
| - english | |
| - hebrew | |
| - code-switching | |
| - dictation | |
| - continued-training | |
| extra_gated_prompt: "Access to this model is by request and is governed by the Hebrish terms of use (https://hebrish.app/terms). Non-commercial use is free; commercial use needs a commercial licence from access@hebrish.app." | |
| extra_gated_fields: | |
| Name: text | |
| Organisation: text | |
| Intended use: text | |
| "I agree to use this model under the Hebrish terms of use (non-commercial unless I hold a commercial licence)": checkbox | |
| # Sabich (Rolling) r1 | |
| **Sabich (Rolling)** is [Sabich](https://huggingface.co/Hebrish/Sabich) trained forward: each release continues | |
| from the previous weights on all the recordings collected so far, instead of retraining from stock | |
| `nvidia/parakeet-tdt-0.6b-v2`. It is the default model in the [Hebrish](https://hebrish.app) apps from | |
| 2026-11-02 while it is tested; Sabich stays available. | |
| English dictation with Hebrew (and some Yiddish) words dropped in, written in Latin letters, plus tech | |
| vocabulary, numbers and Israeli names. Same tokenizer, output style and usage as Sabich. | |
| ## r1 (2026-11-02) | |
| - Initialised from Sabich v2.4, continued for 6 epochs at learning rate 1e-5 on the full Sabich training blend | |
| (about 26 hours of audio), fresh optimizer, 10% public-English replay, last-5 checkpoint averaging. | |
| - Checked internally against Sabich v2.4 on the same held-out sets before release. | |
| ## Files | |
| - `Sabich-Rolling.nemo`: the NeMo model (`ASRModel.restore_from("Sabich-Rolling.nemo")`). | |
| - [`Hebrish/Sabich-Rolling-sherpa-onnx-int8`](https://huggingface.co/Hebrish/Sabich-Rolling-sherpa-onnx-int8): int8 sherpa-onnx build used by the apps. | |
| Contact: access@hebrish.app | |