nncf
distil-whisper
| nncf | distil-whisper | |
|---|---|---|
| 2 | 9 | |
| 842 | 3,286 | |
| 7.7% | 3.6% | |
| 9.7 | 9.0 | |
| 4 days ago | 11 days ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
nncf
- FLaNK Stack Weekly 06 Nov 2023
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NN mixed-precision quantization framework that supports TF?
I am aware of NNCF (https://github.com/openvinotoolkit/nncf), but it doesn't support mixed precision quantization for TF. What other frameworks support that for TF? (implement HAWQ or AutoQ algorithms for example)
distil-whisper
- FLaNK Stack 05 Feb 2024
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Distil-Whisper: a distilled variant of Whisper that is 6x faster
Training code will be released in the Distil-Whisper repository this week, enabling anyone in the community to distill a Whisper model in their choice of language!
- FLaNK Stack Weekly 06 Nov 2023
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AI — weekly megathread!
Hugging Face released Distil-Whisper, a distilled version of Whisper that is 6 times faster, 49% smaller, and performs within 1% word error rate (WER) on out-of-distribution evaluation sets [Details].
- Distil-Whisper: distilled version of Whisper that is 6 times faster, 49% smaller
- Distil-Whisper is up to 6x faster than Whisper while performing within 1% Word-Error-Rate on out-of-distribution eval sets
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Distilling Whisper on 20,000 hours of open-sourced audio data
- GitHub page: https://github.com/huggingface/distil-whisper/tree/main
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Talk-Llama
Is https://github.com/huggingface/distil-whisper on its way to whisper.cpp?
What are some alternatives?
gpt-llm-trainer
WhisperInput - Offline voice input panel & keyboard with punctuation for Android.
model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
faster-whisper - Faster Whisper transcription with CTranslate2
Open3D-ML - An extension of Open3D to address 3D Machine Learning tasks
pyvideotrans - Translate the video from one language to another and add dubbing. 将视频从一种语言翻译为另一种语言，并添加配音
json-masker - High-performance JSON masker library in Java with no runtime dependencies
vid2cleantxt - Python API & command-line tool to easily transcribe speech-based video files into clean text
open_model_zoo - Pre-trained Deep Learning models and demos (high quality and extremely fast)
deepsparse - Sparsity-aware deep learning inference runtime for CPUs
willow - Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative