Fine tune and Serve Faster Whisper Turbo
➡️ Colab Notebook: https://colab.research.google.com/dri...
➡️ Get Life-time Access to the ADVANCED Transcription Scripts (and future improvements): https://Trelis.com/ADVANCED-transcrip...
➡️ One-click-templates: https://github.com/TrelisResearch/one...
➡️ Newsletter: https://blog.Trelis.com
➡️ Resources/Support/Discord: https://Trelis.com/About
➡️ Thumbnail made with this tutorial: • Fine Tune Flux Diffusion Models with ...
OTHER RESOURCES:
Faster Whisper: https://github.com/SYSTRAN/faster-whi...
CTranslate2: https://github.com/OpenNMT/CTranslate2/
Insanely Fast Whisper: https://github.com/Vaibhavs10/insanel...
TIMESTAMPS:
0:00 Whisper Turbo Fine-tuning and Serving
0:39 Colab Demo: Transcribing Audio Files and Youtube Audio
2:34 How does Whisper (Turbo) work?
6:00 Faster Whisper, Insanely Fast Whisper, and Fast Whisper Server?
8:01 Fine-tuning Whisper Turbo for new words or accents
16:27 Automating training data cleanup with LLMs
18:36 Chunking our input audio and text data and pushing to hub
22:27 LoRA and Trainer Setup
25:15 Saving, evaluating and converting the model for OpenAI format and Faster Whisper
29:24 Setting up a Faster Whisper Server Endpoint
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