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Model: suzii/vi-whisper-large-v3-turbo Source: Original Platform
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README.md
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---
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datasets:
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- capleaf/viVoice
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- NhutP/VSV-1100
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- doof-ferb/fpt_fosd
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- doof-ferb/infore1_25hours
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- google/fleurs
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- doof-ferb/LSVSC
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- quocanh34/viet_vlsp
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- linhtran92/viet_youtube_asr_corpus_v2
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- doof-ferb/infore2_audiobooks
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- linhtran92/viet_bud500
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language:
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- vi
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metrics:
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- wer
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base_model:
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- openai/whisper-large-v3-turbo
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library_name: transformers
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tags:
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- onnx
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---
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# Fine-tuned Whisper-V3-Turbo for Vietnamese ASR
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This project involves fine-tuning the Whisper-V3-Turbo model to improve its performance for Automatic Speech Recognition (ASR) in the Vietnamese language. The model was trained for 240 hours using a single Nvidia A6000 GPU.
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## Data Sources
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The training data comes from various Vietnamese speech corpora. Below is a list of datasets used for training:
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1. **capleaf/viVoice**
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2. **NhutP/VSV-1100**
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3. **doof-ferb/fpt_fosd**
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4. **doof-ferb/infore1_25hours**
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5. **google/fleurs (vi_vn)**
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6. **doof-ferb/LSVSC**
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7. **quocanh34/viet_vlsp**
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8. **linhtran92/viet_youtube_asr_corpus_v2**
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9. **doof-ferb/infore2_audiobooks**
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10. **linhtran92/viet_bud500**
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## Model
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The model used in this project is the **Whisper-V3-Turbo**. Whisper is a multilingual ASR model trained on a large and diverse dataset. The version used here has been fine-tuned specifically for the Vietnamese language.
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## Training Configuration
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- **GPU Used**: Nvidia A6000
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- **Training Time**: 240 hours
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- [Wandb report](https://api.wandb.ai/links/goiliace/ae0qectc)
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## Usage
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To use the fine-tuned model, follow the steps below:
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```python
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import torch
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from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline
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device = "cuda:0" if torch.cuda.is_available() else "cpu"
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torch_dtype = torch.float16 if torch.cuda.is_available() else torch.float32
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model_id = "suzii/vi-whisper-large-v3-turbo-v1"
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model = AutoModelForSpeechSeq2Seq.from_pretrained(
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model_id, torch_dtype=torch_dtype, low_cpu_mem_usage=True, use_safetensors=True
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)
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model.to(device)
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processor = AutoProcessor.from_pretrained(model_id)
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pipe = pipeline(
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"automatic-speech-recognition",
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model=model,
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tokenizer=processor.tokenizer,
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feature_extractor=processor.feature_extractor,
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torch_dtype=torch_dtype,
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device=device,
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)
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result = pipe("your-audio.mp3", return_timestamps=True)
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```
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## Acknowledgements
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This project would not be possible without the following datasets:
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- [capleaf/viVoice](https://huggingface.co/datasets/capleaf/viVoice)
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- [NhutP/VSV-1100](https://huggingface.co/datasets/nhutp/vsv-1100)
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- [doof-ferb/fpt_fosd](https://huggingface.co/datasets/doof-ferb/fpt_fosd)
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- [doof-ferb/infore1_25hours](https://huggingface.co/datasets/doof-ferb/infore1_25hours)
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- [google/fleurs](https://huggingface.co/datasets/google/fleurs)
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- [doof-ferb/LSVSC](https://huggingface.co/datasets/doof-ferb/LSVSC)
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- [quocanh34/viet_vlsp](https://huggingface.co/datasets/quocanh34/viet-vlsp)
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- [linhtran92/viet_youtube_asr_corpus_v2](https://huggingface.co/datasets/linhtran92/viet_youtube_asr_corpus_v2)
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- [doof-ferb/infore2_audiobooks](https://huggingface.co/datasets/doof-ferb/infore2_audiobooks/)
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- [linhtran92/viet_bud500](https://huggingface.co/datasets/linhtran92/viet_bud500)
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{
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"_name_or_path": "whisper-v3-vi-ddp-30-12-2024-1",
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"apply_spec_augment": false,
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"architectures": [
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"WhisperForConditionalGeneration"
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],
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"attention_dropout": 0.0,
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"begin_suppress_tokens": [
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],
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"bos_token_id": 50257,
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"classifier_proj_size": 256,
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"d_model": 1280,
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"decoder_attention_heads": 20,
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"decoder_ffn_dim": 5120,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 4,
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"decoder_start_token_id": 50258,
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"dropout": 0.0,
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"encoder_attention_heads": 20,
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"encoder_ffn_dim": 5120,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 32,
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"eos_token_id": 50257,
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"forced_decoder_ids": null,
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"max_source_positions": 1500,
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"max_target_positions": 448,
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"median_filter_width": 7,
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"model_type": "whisper",
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"num_hidden_layers": 32,
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"num_mel_bins": 128,
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"pad_token_id": 50257,
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"scale_embedding": false,
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"torch_dtype": "float32",
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"transformers_version": "4.37.2",
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"use_cache": false,
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"use_weighted_layer_sum": false,
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"vocab_size": 51866
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}
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{
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"alignment_heads": [
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[
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2,
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],
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[
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]
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],
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],
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"eos_token_id": 50257,
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"forced_decoder_ids": [
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]
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],
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"is_multilingual": true,
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"lang_to_id": {
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"<|af|>": 50327,
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"<|lv|>": 50301,
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"<|mi|>": 50295,
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"<|mn|>": 50314,
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"<|mr|>": 50320,
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"<|ms|>": 50282,
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"<|mt|>": 50343,
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"<|my|>": 50346,
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"<|ne|>": 50313,
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"<|nl|>": 50271,
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"<|nn|>": 50342,
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"<|no|>": 50288,
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"<|pa|>": 50321,
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"<|pt|>": 50267,
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"<|ro|>": 50284,
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"<|ru|>": 50263,
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"<|sa|>": 50344,
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"<|sd|>": 50332,
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"<|si|>": 50322,
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"<|sk|>": 50298,
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"<|sl|>": 50305,
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"<|sn|>": 50324,
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"<|so|>": 50326,
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"<|sq|>": 50317,
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"<|sr|>": 50303,
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"<|su|>": 50357,
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"<|sv|>": 50273,
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"<|sw|>": 50318,
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"<|ta|>": 50287,
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"<|te|>": 50299,
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"<|tg|>": 50331,
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"<|th|>": 50289,
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"<|tk|>": 50341,
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"<|tl|>": 50348,
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"<|tr|>": 50268,
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"<|tt|>": 50351,
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"<|uk|>": 50280,
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"<|ur|>": 50290,
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"<|uz|>": 50337,
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"<|vi|>": 50278,
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"<|yi|>": 50335,
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"<|yo|>": 50325,
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"<|yue|>": 50358,
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"<|zh|>": 50260
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},
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"max_initial_timestamp_index": 50,
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"max_length": 448,
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"no_timestamps_token_id": 50364,
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"pad_token_id": 50257,
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"prev_sot_token_id": 50362,
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"return_timestamps": false,
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"suppress_tokens": [],
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"task_to_id": {
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"transcribe": 50360,
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"translate": 50359
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},
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"transformers_version": "4.37.2",
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"use_cache": false
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}
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@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:2cbfaba39707b6746499c4a4fb49e86f731e9a796249bc16a5cc11014f6cf91e
|
||||||
|
size 3235581408
|
||||||
1742
normalizer.json
Normal file
1742
normalizer.json
Normal file
File diff suppressed because it is too large
Load Diff
1611
onnx/added_tokens.json
Normal file
1611
onnx/added_tokens.json
Normal file
File diff suppressed because it is too large
Load Diff
50
onnx/config.json
Normal file
50
onnx/config.json
Normal file
@@ -0,0 +1,50 @@
|
|||||||
|
{
|
||||||
|
"_attn_implementation_autoset": true,
|
||||||
|
"activation_dropout": 0.0,
|
||||||
|
"activation_function": "gelu",
|
||||||
|
"apply_spec_augment": false,
|
||||||
|
"architectures": [
|
||||||
|
"WhisperForConditionalGeneration"
|
||||||
|
],
|
||||||
|
"attention_dropout": 0.0,
|
||||||
|
"begin_suppress_tokens": [
|
||||||
|
220,
|
||||||
|
50256
|
||||||
|
],
|
||||||
|
"bos_token_id": 50257,
|
||||||
|
"classifier_proj_size": 256,
|
||||||
|
"d_model": 1280,
|
||||||
|
"decoder_attention_heads": 20,
|
||||||
|
"decoder_ffn_dim": 5120,
|
||||||
|
"decoder_layerdrop": 0.0,
|
||||||
|
"decoder_layers": 4,
|
||||||
|
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|
||||||
|
"dropout": 0.0,
|
||||||
|
"encoder_attention_heads": 20,
|
||||||
|
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|
||||||
|
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|
||||||
|
"encoder_layers": 32,
|
||||||
|
"eos_token_id": 50257,
|
||||||
|
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|
||||||
|
"init_std": 0.02,
|
||||||
|
"is_encoder_decoder": true,
|
||||||
|
"mask_feature_length": 10,
|
||||||
|
"mask_feature_min_masks": 0,
|
||||||
|
"mask_feature_prob": 0.0,
|
||||||
|
"mask_time_length": 10,
|
||||||
|
"mask_time_min_masks": 2,
|
||||||
|
"mask_time_prob": 0.05,
|
||||||
|
"max_source_positions": 1500,
|
||||||
|
"max_target_positions": 448,
|
||||||
|
"median_filter_width": 7,
|
||||||
|
"model_type": "whisper",
|
||||||
|
"num_hidden_layers": 32,
|
||||||
|
"num_mel_bins": 128,
|
||||||
|
"pad_token_id": 50257,
|
||||||
|
"scale_embedding": false,
|
||||||
|
"torch_dtype": "float32",
|
||||||
|
"transformers_version": "4.51.3",
|
||||||
|
"use_cache": true,
|
||||||
|
"use_weighted_layer_sum": false,
|
||||||
|
"vocab_size": 51866
|
||||||
|
}
|
||||||
3
onnx/decoder_model.onnx
Normal file
3
onnx/decoder_model.onnx
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:25b458592bcd5f87baab2dde07134dad884a3905012bdbcd7e79fb7949480a22
|
||||||
|
size 953330447
|
||||||
3
onnx/decoder_model_merged.onnx
Normal file
3
onnx/decoder_model_merged.onnx
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:30a922c1e7dc4588b48664afd23aeefec5ad003e5f8132819803bd99993b78eb
|
||||||
|
size 953459940
|
||||||
3
onnx/decoder_with_past_model.onnx
Normal file
3
onnx/decoder_with_past_model.onnx
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:d9dc442c6029851b9071205e77e0e1512f181d3a7629a701fe8332ce1c2e4cdc
|
||||||
|
size 900869067
|
||||||
3
onnx/encoder_model.onnx
Normal file
3
onnx/encoder_model.onnx
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:0ff151d21d145b56f575fd96712d4eed33f04d38adb11cdf010d118c827e39e1
|
||||||
|
size 496106
|
||||||
3
onnx/encoder_model.onnx_data
Normal file
3
onnx/encoder_model.onnx_data
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:ffa938cd7bbe2ef95afc7d03685113bcf3379063cd24ebad0a06a9629a669852
|
||||||
|
size 2547875840
|
||||||
161
onnx/generation_config.json
Normal file
161
onnx/generation_config.json
Normal file
@@ -0,0 +1,161 @@
|
|||||||
|
{
|
||||||
|
"alignment_heads": [
|
||||||
|
[
|
||||||
|
2,
|
||||||
|
4
|
||||||
|
],
|
||||||
|
[
|
||||||
|
2,
|
||||||
|
11
|
||||||
|
],
|
||||||
|
[
|
||||||
|
3,
|
||||||
|
3
|
||||||
|
],
|
||||||
|
[
|
||||||
|
3,
|
||||||
|
6
|
||||||
|
],
|
||||||
|
[
|
||||||
|
3,
|
||||||
|
11
|
||||||
|
],
|
||||||
|
[
|
||||||
|
3,
|
||||||
|
14
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"begin_suppress_tokens": [
|
||||||
|
220,
|
||||||
|
50257
|
||||||
|
],
|
||||||
|
"bos_token_id": 50257,
|
||||||
|
"decoder_start_token_id": 50258,
|
||||||
|
"eos_token_id": 50257,
|
||||||
|
"forced_decoder_ids": [
|
||||||
|
[
|
||||||
|
1,
|
||||||
|
null
|
||||||
|
],
|
||||||
|
[
|
||||||
|
2,
|
||||||
|
50360
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"is_multilingual": true,
|
||||||
|
"lang_to_id": {
|
||||||
|
"<|af|>": 50327,
|
||||||
|
"<|am|>": 50334,
|
||||||
|
"<|ar|>": 50272,
|
||||||
|
"<|as|>": 50350,
|
||||||
|
"<|az|>": 50304,
|
||||||
|
"<|ba|>": 50355,
|
||||||
|
"<|be|>": 50330,
|
||||||
|
"<|bg|>": 50292,
|
||||||
|
"<|bn|>": 50302,
|
||||||
|
"<|bo|>": 50347,
|
||||||
|
"<|br|>": 50309,
|
||||||
|
"<|bs|>": 50315,
|
||||||
|
"<|ca|>": 50270,
|
||||||
|
"<|cs|>": 50283,
|
||||||
|
"<|cy|>": 50297,
|
||||||
|
"<|da|>": 50285,
|
||||||
|
"<|de|>": 50261,
|
||||||
|
"<|el|>": 50281,
|
||||||
|
"<|en|>": 50259,
|
||||||
|
"<|es|>": 50262,
|
||||||
|
"<|et|>": 50307,
|
||||||
|
"<|eu|>": 50310,
|
||||||
|
"<|fa|>": 50300,
|
||||||
|
"<|fi|>": 50277,
|
||||||
|
"<|fo|>": 50338,
|
||||||
|
"<|fr|>": 50265,
|
||||||
|
"<|gl|>": 50319,
|
||||||
|
"<|gu|>": 50333,
|
||||||
|
"<|haw|>": 50352,
|
||||||
|
"<|ha|>": 50354,
|
||||||
|
"<|he|>": 50279,
|
||||||
|
"<|hi|>": 50276,
|
||||||
|
"<|hr|>": 50291,
|
||||||
|
"<|ht|>": 50339,
|
||||||
|
"<|hu|>": 50286,
|
||||||
|
"<|hy|>": 50312,
|
||||||
|
"<|id|>": 50275,
|
||||||
|
"<|is|>": 50311,
|
||||||
|
"<|it|>": 50274,
|
||||||
|
"<|ja|>": 50266,
|
||||||
|
"<|jw|>": 50356,
|
||||||
|
"<|ka|>": 50329,
|
||||||
|
"<|kk|>": 50316,
|
||||||
|
"<|km|>": 50323,
|
||||||
|
"<|kn|>": 50306,
|
||||||
|
"<|ko|>": 50264,
|
||||||
|
"<|la|>": 50294,
|
||||||
|
"<|lb|>": 50345,
|
||||||
|
"<|ln|>": 50353,
|
||||||
|
"<|lo|>": 50336,
|
||||||
|
"<|lt|>": 50293,
|
||||||
|
"<|lv|>": 50301,
|
||||||
|
"<|mg|>": 50349,
|
||||||
|
"<|mi|>": 50295,
|
||||||
|
"<|mk|>": 50308,
|
||||||
|
"<|ml|>": 50296,
|
||||||
|
"<|mn|>": 50314,
|
||||||
|
"<|mr|>": 50320,
|
||||||
|
"<|ms|>": 50282,
|
||||||
|
"<|mt|>": 50343,
|
||||||
|
"<|my|>": 50346,
|
||||||
|
"<|ne|>": 50313,
|
||||||
|
"<|nl|>": 50271,
|
||||||
|
"<|nn|>": 50342,
|
||||||
|
"<|no|>": 50288,
|
||||||
|
"<|oc|>": 50328,
|
||||||
|
"<|pa|>": 50321,
|
||||||
|
"<|pl|>": 50269,
|
||||||
|
"<|ps|>": 50340,
|
||||||
|
"<|pt|>": 50267,
|
||||||
|
"<|ro|>": 50284,
|
||||||
|
"<|ru|>": 50263,
|
||||||
|
"<|sa|>": 50344,
|
||||||
|
"<|sd|>": 50332,
|
||||||
|
"<|si|>": 50322,
|
||||||
|
"<|sk|>": 50298,
|
||||||
|
"<|sl|>": 50305,
|
||||||
|
"<|sn|>": 50324,
|
||||||
|
"<|so|>": 50326,
|
||||||
|
"<|sq|>": 50317,
|
||||||
|
"<|sr|>": 50303,
|
||||||
|
"<|su|>": 50357,
|
||||||
|
"<|sv|>": 50273,
|
||||||
|
"<|sw|>": 50318,
|
||||||
|
"<|ta|>": 50287,
|
||||||
|
"<|te|>": 50299,
|
||||||
|
"<|tg|>": 50331,
|
||||||
|
"<|th|>": 50289,
|
||||||
|
"<|tk|>": 50341,
|
||||||
|
"<|tl|>": 50348,
|
||||||
|
"<|tr|>": 50268,
|
||||||
|
"<|tt|>": 50351,
|
||||||
|
"<|uk|>": 50280,
|
||||||
|
"<|ur|>": 50290,
|
||||||
|
"<|uz|>": 50337,
|
||||||
|
"<|vi|>": 50278,
|
||||||
|
"<|yi|>": 50335,
|
||||||
|
"<|yo|>": 50325,
|
||||||
|
"<|yue|>": 50358,
|
||||||
|
"<|zh|>": 50260
|
||||||
|
},
|
||||||
|
"max_initial_timestamp_index": 50,
|
||||||
|
"max_length": 448,
|
||||||
|
"no_timestamps_token_id": 50364,
|
||||||
|
"pad_token_id": 50257,
|
||||||
|
"prev_sot_token_id": 50362,
|
||||||
|
"return_timestamps": false,
|
||||||
|
"suppress_tokens": [],
|
||||||
|
"task_to_id": {
|
||||||
|
"transcribe": 50360,
|
||||||
|
"translate": 50359
|
||||||
|
},
|
||||||
|
"transformers_version": "4.51.3",
|
||||||
|
"use_cache": false
|
||||||
|
}
|
||||||
50001
onnx/merges.txt
Normal file
50001
onnx/merges.txt
Normal file
File diff suppressed because it is too large
Load Diff
1742
onnx/normalizer.json
Normal file
1742
onnx/normalizer.json
Normal file
File diff suppressed because it is too large
Load Diff
15
onnx/preprocessor_config.json
Normal file
15
onnx/preprocessor_config.json
Normal file
@@ -0,0 +1,15 @@
|
|||||||
|
{
|
||||||
|
"chunk_length": 30,
|
||||||
|
"dither": 0.0,
|
||||||
|
"feature_extractor_type": "WhisperFeatureExtractor",
|
||||||
|
"feature_size": 128,
|
||||||
|
"hop_length": 160,
|
||||||
|
"n_fft": 400,
|
||||||
|
"n_samples": 480000,
|
||||||
|
"nb_max_frames": 3000,
|
||||||
|
"padding_side": "right",
|
||||||
|
"padding_value": 0.0,
|
||||||
|
"processor_class": "WhisperProcessor",
|
||||||
|
"return_attention_mask": false,
|
||||||
|
"sampling_rate": 16000
|
||||||
|
}
|
||||||
139
onnx/special_tokens_map.json
Normal file
139
onnx/special_tokens_map.json
Normal file
@@ -0,0 +1,139 @@
|
|||||||
|
{
|
||||||
|
"additional_special_tokens": [
|
||||||
|
"<|startoftranscript|>",
|
||||||
|
"<|en|>",
|
||||||
|
"<|zh|>",
|
||||||
|
"<|de|>",
|
||||||
|
"<|es|>",
|
||||||
|
"<|ru|>",
|
||||||
|
"<|ko|>",
|
||||||
|
"<|fr|>",
|
||||||
|
"<|ja|>",
|
||||||
|
"<|pt|>",
|
||||||
|
"<|tr|>",
|
||||||
|
"<|pl|>",
|
||||||
|
"<|ca|>",
|
||||||
|
"<|nl|>",
|
||||||
|
"<|ar|>",
|
||||||
|
"<|sv|>",
|
||||||
|
"<|it|>",
|
||||||
|
"<|id|>",
|
||||||
|
"<|hi|>",
|
||||||
|
"<|fi|>",
|
||||||
|
"<|vi|>",
|
||||||
|
"<|he|>",
|
||||||
|
"<|uk|>",
|
||||||
|
"<|el|>",
|
||||||
|
"<|ms|>",
|
||||||
|
"<|cs|>",
|
||||||
|
"<|ro|>",
|
||||||
|
"<|da|>",
|
||||||
|
"<|hu|>",
|
||||||
|
"<|ta|>",
|
||||||
|
"<|no|>",
|
||||||
|
"<|th|>",
|
||||||
|
"<|ur|>",
|
||||||
|
"<|hr|>",
|
||||||
|
"<|bg|>",
|
||||||
|
"<|lt|>",
|
||||||
|
"<|la|>",
|
||||||
|
"<|mi|>",
|
||||||
|
"<|ml|>",
|
||||||
|
"<|cy|>",
|
||||||
|
"<|sk|>",
|
||||||
|
"<|te|>",
|
||||||
|
"<|fa|>",
|
||||||
|
"<|lv|>",
|
||||||
|
"<|bn|>",
|
||||||
|
"<|sr|>",
|
||||||
|
"<|az|>",
|
||||||
|
"<|sl|>",
|
||||||
|
"<|kn|>",
|
||||||
|
"<|et|>",
|
||||||
|
"<|mk|>",
|
||||||
|
"<|br|>",
|
||||||
|
"<|eu|>",
|
||||||
|
"<|is|>",
|
||||||
|
"<|hy|>",
|
||||||
|
"<|ne|>",
|
||||||
|
"<|mn|>",
|
||||||
|
"<|bs|>",
|
||||||
|
"<|kk|>",
|
||||||
|
"<|sq|>",
|
||||||
|
"<|sw|>",
|
||||||
|
"<|gl|>",
|
||||||
|
"<|mr|>",
|
||||||
|
"<|pa|>",
|
||||||
|
"<|si|>",
|
||||||
|
"<|km|>",
|
||||||
|
"<|sn|>",
|
||||||
|
"<|yo|>",
|
||||||
|
"<|so|>",
|
||||||
|
"<|af|>",
|
||||||
|
"<|oc|>",
|
||||||
|
"<|ka|>",
|
||||||
|
"<|be|>",
|
||||||
|
"<|tg|>",
|
||||||
|
"<|sd|>",
|
||||||
|
"<|gu|>",
|
||||||
|
"<|am|>",
|
||||||
|
"<|yi|>",
|
||||||
|
"<|lo|>",
|
||||||
|
"<|uz|>",
|
||||||
|
"<|fo|>",
|
||||||
|
"<|ht|>",
|
||||||
|
"<|ps|>",
|
||||||
|
"<|tk|>",
|
||||||
|
"<|nn|>",
|
||||||
|
"<|mt|>",
|
||||||
|
"<|sa|>",
|
||||||
|
"<|lb|>",
|
||||||
|
"<|my|>",
|
||||||
|
"<|bo|>",
|
||||||
|
"<|tl|>",
|
||||||
|
"<|mg|>",
|
||||||
|
"<|as|>",
|
||||||
|
"<|tt|>",
|
||||||
|
"<|haw|>",
|
||||||
|
"<|ln|>",
|
||||||
|
"<|ha|>",
|
||||||
|
"<|ba|>",
|
||||||
|
"<|jw|>",
|
||||||
|
"<|su|>",
|
||||||
|
"<|yue|>",
|
||||||
|
"<|translate|>",
|
||||||
|
"<|transcribe|>",
|
||||||
|
"<|startoflm|>",
|
||||||
|
"<|startofprev|>",
|
||||||
|
"<|nospeech|>",
|
||||||
|
"<|notimestamps|>"
|
||||||
|
],
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"pad_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"unk_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
}
|
||||||
|
}
|
||||||
264862
onnx/tokenizer.json
Normal file
264862
onnx/tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
12997
onnx/tokenizer_config.json
Normal file
12997
onnx/tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
50259
onnx/vocab.json
Normal file
50259
onnx/vocab.json
Normal file
File diff suppressed because it is too large
Load Diff
14
preprocessor_config.json
Normal file
14
preprocessor_config.json
Normal file
@@ -0,0 +1,14 @@
|
|||||||
|
{
|
||||||
|
"chunk_length": 30,
|
||||||
|
"feature_extractor_type": "WhisperFeatureExtractor",
|
||||||
|
"feature_size": 128,
|
||||||
|
"hop_length": 160,
|
||||||
|
"n_fft": 400,
|
||||||
|
"n_samples": 480000,
|
||||||
|
"nb_max_frames": 3000,
|
||||||
|
"padding_side": "right",
|
||||||
|
"padding_value": 0.0,
|
||||||
|
"processor_class": "WhisperProcessor",
|
||||||
|
"return_attention_mask": false,
|
||||||
|
"sampling_rate": 16000
|
||||||
|
}
|
||||||
139
special_tokens_map.json
Normal file
139
special_tokens_map.json
Normal file
@@ -0,0 +1,139 @@
|
|||||||
|
{
|
||||||
|
"additional_special_tokens": [
|
||||||
|
"<|startoftranscript|>",
|
||||||
|
"<|en|>",
|
||||||
|
"<|zh|>",
|
||||||
|
"<|de|>",
|
||||||
|
"<|es|>",
|
||||||
|
"<|ru|>",
|
||||||
|
"<|ko|>",
|
||||||
|
"<|fr|>",
|
||||||
|
"<|ja|>",
|
||||||
|
"<|pt|>",
|
||||||
|
"<|tr|>",
|
||||||
|
"<|pl|>",
|
||||||
|
"<|ca|>",
|
||||||
|
"<|nl|>",
|
||||||
|
"<|ar|>",
|
||||||
|
"<|sv|>",
|
||||||
|
"<|it|>",
|
||||||
|
"<|id|>",
|
||||||
|
"<|hi|>",
|
||||||
|
"<|fi|>",
|
||||||
|
"<|vi|>",
|
||||||
|
"<|he|>",
|
||||||
|
"<|uk|>",
|
||||||
|
"<|el|>",
|
||||||
|
"<|ms|>",
|
||||||
|
"<|cs|>",
|
||||||
|
"<|ro|>",
|
||||||
|
"<|da|>",
|
||||||
|
"<|hu|>",
|
||||||
|
"<|ta|>",
|
||||||
|
"<|no|>",
|
||||||
|
"<|th|>",
|
||||||
|
"<|ur|>",
|
||||||
|
"<|hr|>",
|
||||||
|
"<|bg|>",
|
||||||
|
"<|lt|>",
|
||||||
|
"<|la|>",
|
||||||
|
"<|mi|>",
|
||||||
|
"<|ml|>",
|
||||||
|
"<|cy|>",
|
||||||
|
"<|sk|>",
|
||||||
|
"<|te|>",
|
||||||
|
"<|fa|>",
|
||||||
|
"<|lv|>",
|
||||||
|
"<|bn|>",
|
||||||
|
"<|sr|>",
|
||||||
|
"<|az|>",
|
||||||
|
"<|sl|>",
|
||||||
|
"<|kn|>",
|
||||||
|
"<|et|>",
|
||||||
|
"<|mk|>",
|
||||||
|
"<|br|>",
|
||||||
|
"<|eu|>",
|
||||||
|
"<|is|>",
|
||||||
|
"<|hy|>",
|
||||||
|
"<|ne|>",
|
||||||
|
"<|mn|>",
|
||||||
|
"<|bs|>",
|
||||||
|
"<|kk|>",
|
||||||
|
"<|sq|>",
|
||||||
|
"<|sw|>",
|
||||||
|
"<|gl|>",
|
||||||
|
"<|mr|>",
|
||||||
|
"<|pa|>",
|
||||||
|
"<|si|>",
|
||||||
|
"<|km|>",
|
||||||
|
"<|sn|>",
|
||||||
|
"<|yo|>",
|
||||||
|
"<|so|>",
|
||||||
|
"<|af|>",
|
||||||
|
"<|oc|>",
|
||||||
|
"<|ka|>",
|
||||||
|
"<|be|>",
|
||||||
|
"<|tg|>",
|
||||||
|
"<|sd|>",
|
||||||
|
"<|gu|>",
|
||||||
|
"<|am|>",
|
||||||
|
"<|yi|>",
|
||||||
|
"<|lo|>",
|
||||||
|
"<|uz|>",
|
||||||
|
"<|fo|>",
|
||||||
|
"<|ht|>",
|
||||||
|
"<|ps|>",
|
||||||
|
"<|tk|>",
|
||||||
|
"<|nn|>",
|
||||||
|
"<|mt|>",
|
||||||
|
"<|sa|>",
|
||||||
|
"<|lb|>",
|
||||||
|
"<|my|>",
|
||||||
|
"<|bo|>",
|
||||||
|
"<|tl|>",
|
||||||
|
"<|mg|>",
|
||||||
|
"<|as|>",
|
||||||
|
"<|tt|>",
|
||||||
|
"<|haw|>",
|
||||||
|
"<|ln|>",
|
||||||
|
"<|ha|>",
|
||||||
|
"<|ba|>",
|
||||||
|
"<|jw|>",
|
||||||
|
"<|su|>",
|
||||||
|
"<|yue|>",
|
||||||
|
"<|translate|>",
|
||||||
|
"<|transcribe|>",
|
||||||
|
"<|startoflm|>",
|
||||||
|
"<|startofprev|>",
|
||||||
|
"<|nospeech|>",
|
||||||
|
"<|notimestamps|>"
|
||||||
|
],
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"pad_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"unk_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
}
|
||||||
|
}
|
||||||
12996
tokenizer_config.json
Normal file
12996
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
50259
vocab.json
Normal file
50259
vocab.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user