| --- |
| license: apache-2.0 |
| base_model: |
| - Qwen/Qwen3.5-4B |
| - Qwen/Qwen3-ASR-0.6B |
| - omi-health/omi-med-stt-v1 |
| tags: |
| - nbq |
| - quantized |
| - on-device |
| --- |
| |
| # CloudKites nbq models |
|
|
| Open-weight models in `.nbq` format, the weight format CloudKites' on-device apps load with the |
| numbat runtime. One copy here, shared by every app that runs the model. |
|
|
| | file | base model | quantisation | size | SHA-256 | |
| |---|---|---|---|---| |
| | `qwen3.5-4b/qwen3.5-4b-q4km.nbq` | [Qwen/Qwen3.5-4B](https://huggingface.co/Qwen/Qwen3.5-4B) | Q4_K_M (by [Unsloth](https://huggingface.co/unsloth)) | 2.75 GB | `d5c3411cd851c6adcbd670ee5c0f9cbe37e4cf7b40deedb549259615e7834fb1` | |
| | `qwen3-asr-0.6b/qwen3-asr-0.6b.nbq` | [Qwen/Qwen3-ASR-0.6B](https://huggingface.co/Qwen/Qwen3-ASR-0.6B) | none (original precision) | 1.88 GB | `d42bc187c41fbcecd3cce62b4867fea2fb2a206cd1923642cb932772635c3d8a` | |
| | `omi-med-stt-v1-int8/omi-med-stt-v1-int8.nbq` | [omi-health/omi-med-stt-v1](https://huggingface.co/omi-health/omi-med-stt-v1) (Parakeet TDT 0.6B v2 fine-tuned on medical speech) | int8 weights, per output row | 668 MB | `344fda6029ee39c7ab699a09398014947031d0597a61d18d79a5cb210a829d90` | |
|
|
| ## Licence |
|
|
| Each model keeps its own licence; all credit for the models belongs to their authors. |
|
|
| - **Qwen3.5 4B** and **Qwen3-ASR 0.6B** are Qwen's, released under the Apache License 2.0 |
| (`LICENSE` in this repository, as published with |
| [Qwen/Qwen3.5-4B](https://huggingface.co/Qwen/Qwen3.5-4B/blob/main/LICENSE)). Changes from the |
| original: Qwen3.5 4B quantised to Q4_K_M by Unsloth; both repackaged as `.nbq`. The weights are |
| otherwise unchanged. |
| - **Omi Med STT v1** is by [Omi Health](https://huggingface.co/omi-health), a fine-tune of |
| [nvidia/parakeet-tdt-0.6b-v2](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v2), licensed |
| under [Creative Commons Attribution 4.0](https://creativecommons.org/licenses/by/4.0/) |
| (CC BY 4.0). Changes from the original: the weight matrices quantised to int8 (symmetric, one |
| scale per output row), the rest kept in 32-bit float, and repackaged as `.nbq`. Omi's notice |
| is in `omi-med-stt-v1-int8/NOTICE.md`. This is not an NVIDIA or Omi Health release, and neither |
| endorses it. |
|
|
| ## Intended use |
|
|
| General-purpose language model weights for local, on-device inference. Not a medical device and |
| not validated for clinical use; any application built on them carries its own responsibility for |
| how they are used. |
|
|
