End of training
Browse files- README.md +61 -0
- config.json +52 -0
- generation_config.json +263 -0
- model.safetensors +3 -0
- preprocessor_config.json +14 -0
- runs/Nov04_09-38-06_Software-AI/events.out.tfevents.1699078088.Software-AI.61633.0 +3 -0
- runs/Nov04_11-27-12_Software-AI/events.out.tfevents.1699084635.Software-AI.202706.0 +3 -0
- runs/Nov04_12-07-23_Software-AI/events.out.tfevents.1699087045.Software-AI.253902.0 +3 -0
- runs/Nov04_15-26-43_Software-AI/events.out.tfevents.1699099004.Software-AI.560465.0 +3 -0
- runs/Nov04_15-35-42_Software-AI/events.out.tfevents.1699099542.Software-AI.573169.0 +3 -0
- runs/Nov04_15-36-23_Software-AI/events.out.tfevents.1699099584.Software-AI.574248.0 +3 -0
- runs/Nov04_15-37-08_Software-AI/events.out.tfevents.1699099629.Software-AI.575346.0 +3 -0
- runs/Nov04_15-50-05_Software-AI/events.out.tfevents.1699100405.Software-AI.593643.0 +3 -0
- runs/Nov05_07-57-18_Software-AI/events.out.tfevents.1699158441.Software-AI.1855467.0 +3 -0
- runs/Nov08_08-45-53_Software-AI/events.out.tfevents.1699420554.Software-AI.1402325.0 +3 -0
- runs/Nov08_08-54-34_Software-AI/events.out.tfevents.1699421075.Software-AI.1411253.0 +3 -0
- runs/Nov08_09-14-25_Software-AI/events.out.tfevents.1699422266.Software-AI.1432775.0 +3 -0
- runs/Nov08_09-21-17_Software-AI/events.out.tfevents.1699422678.Software-AI.1439572.0 +3 -0
- runs/Nov08_09-54-14_Software-AI/events.out.tfevents.1699424654.Software-AI.1470505.0 +3 -0
- runs/Nov08_15-23-47_Software-AI/events.out.tfevents.1699444429.Software-AI.1797682.0 +3 -0
- runs/Nov11_08-34-49_Software-AI/events.out.tfevents.1699679092.Software-AI.1945699.0 +3 -0
- runs/Nov11_08-34-49_Software-AI/events.out.tfevents.1699750882.Software-AI.1945699.1 +3 -0
- runs/Nov12_07-55-58_Software-AI/events.out.tfevents.1699763159.Software-AI.3428045.0 +3 -0
- runs/Nov12_07-56-53_Software-AI/events.out.tfevents.1699763214.Software-AI.3429080.0 +3 -0
- runs/Nov12_08-12-30_Software-AI/events.out.tfevents.1699764151.Software-AI.3442705.0 +3 -0
- runs/Nov12_08-38-07_Software-AI/events.out.tfevents.1699765687.Software-AI.3472513.0 +3 -0
- training_args.bin +3 -0
README.md
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---
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language:
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- fa
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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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- fa-asr-leaderboard
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- generated_from_trainer
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datasets:
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- mozilla-foundation/common_voice_15_0
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model-index:
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- name: Whisper Small Persian
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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 Persian
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 15.0 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: 0.0001
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- train_batch_size: 14
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- eval_batch_size: 10
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 56
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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: 50
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- training_steps: 5
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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 4.35.0
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- Pytorch 2.0.1+cu117
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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config.json
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{
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"_name_or_path": "openai/whisper-small",
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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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"suppress_tokens": [],
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"torch_dtype": "float32",
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"transformers_version": "4.35.0",
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"use_cache": true,
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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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