Upload finetuned Whisper Tiny JA (Transformers format)

all_results.json

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+{
+    "epoch": 3.0,
+    "eval_cer": 0.4137112538397096,
+    "eval_loss": 0.7448853254318237,
+    "eval_runtime": 74.0843,
+    "eval_samples_per_second": 26.996,
+    "eval_steps_per_second": 1.687,
+    "total_flos": 4.58251003846656e+18,
+    "train_loss": 0.45732976661105335,
+    "train_runtime": 2471.141,
+    "train_samples_per_second": 75.326,
+    "train_steps_per_second": 1.178
+}

config.json

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+{
+  "activation_dropout": 0.0,
+  "activation_function": "gelu",
+  "apply_spec_augment": false,
+  "architectures": [
+    "WhisperForConditionalGeneration"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 50257,
+  "classifier_proj_size": 256,
+  "d_model": 384,
+  "decoder_attention_heads": 6,
+  "decoder_ffn_dim": 1536,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 4,
+  "decoder_start_token_id": 50258,
+  "dropout": 0.0,
+  "dtype": "float32",
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+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 4,
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+  "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": 4,
+  "num_mel_bins": 80,
+  "pad_token_id": 50257,
+  "scale_embedding": false,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.2.0",
+  "use_cache": false,
+  "use_weighted_layer_sum": false,
+  "vocab_size": 51865
+}

eval_results.json

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+{
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+    "eval_cer": 0.4137112538397096,
+    "eval_loss": 0.7448853254318237,
+    "eval_runtime": 74.0843,
+    "eval_samples_per_second": 26.996,
+    "eval_steps_per_second": 1.687
+}

generation_config.json

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+{
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+  "epsilon_cutoff": 0.0,
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+  "num_beam_groups": 1,
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model.safetensors

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preprocessor_config.json

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+{
+  "chunk_length": 30,
+  "dither": 0.0,
+  "feature_extractor_type": "WhisperFeatureExtractor",
+  "feature_size": 80,
+  "hop_length": 160,
+  "n_fft": 400,
+  "n_samples": 480000,
+  "nb_max_frames": 3000,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "return_attention_mask": false,
+  "sampling_rate": 16000
+}

processor_config.json

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+{
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+    "dither": 0.0,
+    "feature_extractor_type": "WhisperFeatureExtractor",
+    "feature_size": 80,
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+    "n_samples": 480000,
+    "nb_max_frames": 3000,
+    "padding_side": "right",
+    "padding_value": 0.0,
+    "return_attention_mask": false,
+    "sampling_rate": 16000
+  },
+  "processor_class": "WhisperProcessor"
+}

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "extra_special_tokens": [
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+    "<|startoflm|>",
+    "<|startofprev|>",
+    "<|nocaptions|>",
+    "<|notimestamps|>"
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+  "language": "ja",
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+  "tokenizer_class": "WhisperTokenizer",
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+}

train_results.json

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+{
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+    "train_loss": 0.45732976661105335,
+    "train_runtime": 2471.141,
+    "train_samples_per_second": 75.326,
+    "train_steps_per_second": 1.178
+}

training_args.bin

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