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whisper-large-v3-turbo-sq-v2-ct2
StarryAir/whisper-large-v3-turbo-sq-v2-ct2
whisper-large-v3-turbo-sq-v2-ct2 is a machine learning model from StarryAir. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is the CTranslate2 version of the fine-tuned Whisper model Flutra/whisper-large-v3-turbo-sq-v2, optimized for use with Faster Whisper and WhisperX.
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At a glance
- License
- mit
- Access
- Public
- Created
- Aug 22, 2025
- Updated
- Aug 23, 2025
- SHA
- 7a179f77
Base models
Model card
From the Hugging Face model README
Whisper Large v3 Turbo (Albanian Fine-Tuned) - CTranslate2
This is the CTranslate2 version of the fine-tuned Whisper model Flutra/whisper-large-v3-turbo-sq-v2, optimized for use with Faster Whisper and WhisperX.
Original Model Details
The original model was fine-tuned by Flutra. All credit for the training and performance goes to the original author.
- Base Model:
openai/whisper-large-v3-turbo - Original Repo: Flutra/whisper-large-v3-turbo-sq-v2
- Language: Albanian (
sq) - Word Error Rate (WER): 6.98% on the Common Voice 19 evaluation set.
Training Details of the Original Model
The original model was fine-tuned on the Mozilla Common Voice 19 Albanian dataset.
Training Arguments:
| Argument | Value |
|---|---|
per_device_train_batch_size | 8 |
gradient_accumulation_steps | 1 |
num_train_epochs | 3 |
learning_rate | 1e-5 |
fp16 | True |
Final Performance:
- WER: 6.98% (at step 3500)
- License
- mit
- Created
- Aug 22, 2025
- Updated
- Aug 23, 2025