Automatic Speech Recognition
Transformers
Safetensors
whisper
text-generation-inference
unsloth
audio
Instructions to use cortex-ai-nova/NOVA-Oracle-4.6-16bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use cortex-ai-nova/NOVA-Oracle-4.6-16bit with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="cortex-ai-nova/NOVA-Oracle-4.6-16bit")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("cortex-ai-nova/NOVA-Oracle-4.6-16bit") model = AutoModelForSpeechSeq2Seq.from_pretrained("cortex-ai-nova/NOVA-Oracle-4.6-16bit", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
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Download README.md from cortex-ai-nova/NOVA-Oracle-4.6-16bit: direct link, hf CLI and curl.
- Browser
- Download file 1.5 kB
-
https://huggingface.co/cortex-ai-nova/NOVA-Oracle-4.6-16bit/resolve/main/README.md
- Command line
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hf download hf://cortex-ai-nova/NOVA-Oracle-4.6-16bit/README.md
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curl -L -o README.md https://huggingface.co/cortex-ai-nova/NOVA-Oracle-4.6-16bit/resolve/main/README.md
1.5 kB
| base_model: unsloth/whisper-large-v3 | |
| tags: | |
| - text-generation-inference | |
| - transformers | |
| - unsloth | |
| - whisper | |
| - audio | |
| license: apache-2.0 | |
| language: | |
| - en | |
| - ru | |
| - kk | |
| - af | |
| - sq | |
| - am | |
| - ar | |
| - hy | |
| - as | |
| - az | |
| - ba | |
| - eu | |
| - be | |
| - bn | |
| - bs | |
| - br | |
| - bg | |
| - yue | |
| - ca | |
| - zh | |
| - hr | |
| - cs | |
| - da | |
| - nl | |
| - et | |
| - fo | |
| - fi | |
| - fr | |
| - gl | |
| - ka | |
| - de | |
| - el | |
| - gu | |
| - ht | |
| - ha | |
| - haw | |
| - he | |
| - hi | |
| - hu | |
| - jw | |
| - my | |
| - is | |
| - id | |
| - it | |
| - ja | |
| - jv | |
| - kn | |
| - kk | |
| - km | |
| - ko | |
| - lo | |
| - la | |
| - lv | |
| - ln | |
| - lt | |
| - lb | |
| - mk | |
| - mg | |
| - ms | |
| - ml | |
| - mt | |
| - mi | |
| - mr | |
| # Uploaded finetuned model | |
|  | |
| NOVA-Oracle-4.6 is an "upgraded" version of the famous Whisper Large V3, which specializes in speech-to-text (or vice versa) transcription and is a universal "Swiss Army knife" for 99 languages. This model was specifically trained (fine-tuned) for specific tasks. | |
| What it does: | |
| Audio transcription: Turns voice into text (podcasts, lectures, calls, videos). | |
| Works in 99+ languages and is fine-tuned on 8 datasets and various sources (open license). | |
| Understanding difficult conditions: Thanks to the Whisper large-v3 base, it is resistant to background noise, poor microphones, and fast speech. | |
| ✨ What the "catch" and main feature is | |
| 🤔 Who it is for | |
| This model can be for both an ordinary user who needs to translate a video from Spanish to Russian (example), and for developers and Data Scientists. | |
| - **Developed by:** cortex-ai-nova | |
| - **License:** apache-2.0 | |
| Cortex-AI |