StarryAir/whisper-large-v3-turbo-sq-v2-ct2

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)