SaidiSouhaieb
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End of training
Browse files- README.md +60 -0
- config.json +51 -0
- generation_config.json +16 -0
- model.safetensors +3 -0
- preprocessor_config.json +14 -0
- runs/May14_11-10-29_ai-computer-softy/events.out.tfevents.1715681431.ai-computer-softy +3 -0
- training_args.bin +3 -0
README.md
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---
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language:
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- hi
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license: apache-2.0
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base_model: openai/whisper-small
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tags:
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- generated_from_trainer
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datasets:
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- mozilla-foundation/quran_voice
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model-index:
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- name: Whisper Small Quran - Saidi Souhaieb
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# Whisper Small Quran - Saidi Souhaieb
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Quran Voice 11.0 dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 8
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps: 50
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- Transformers 4.40.2
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- Pytorch 2.3.0+cu118
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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config.json
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{
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"_name_or_path": "arbml/whisper-small-ar",
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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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220,
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50257
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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": 768,
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"decoder_attention_heads": 12,
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"decoder_ffn_dim": 3072,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 12,
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"decoder_start_token_id": 50258,
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"dropout": 0.0,
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 12,
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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_length": 448,
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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": 12,
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"num_mel_bins": 80,
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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": "4.40.2",
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"use_cache": false,
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"use_weighted_layer_sum": false,
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"vocab_size": 51865
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}
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generation_config.json
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{
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"_from_model_config": true,
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"begin_suppress_tokens": [
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220,
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50257
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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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"language": "arabic",
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"max_length": 448,
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"pad_token_id": 50257,
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"task": "transcribe",
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"transformers_version": "4.40.2",
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"use_cache": false
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7bf08b6aa9dd3aae21a3ca7fd3d0b0d156e7b6fa8904aec3dfc0aea86f51ccd1
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size 966995080
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preprocessor_config.json
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{
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"chunk_length": 30,
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"feature_extractor_type": "WhisperFeatureExtractor",
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"feature_size": 80,
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"hop_length": 160,
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"n_fft": 400,
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"n_samples": 480000,
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"nb_max_frames": 3000,
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"padding_side": "right",
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"padding_value": 0.0,
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"processor_class": "WhisperProcessor",
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"return_attention_mask": false,
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"sampling_rate": 16000
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}
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runs/May14_11-10-29_ai-computer-softy/events.out.tfevents.1715681431.ai-computer-softy
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version https://git-lfs.github.com/spec/v1
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oid sha256:467a20a3413255a15475be7d196cff0fd6509afeb81bfe99f269ea1eb648d88d
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size 6210
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:bb3a89021103e2752f9a3160b976ccecd9582f559638b8a3ba90ae7d03a85670
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size 5176
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