Model save

README.md

@@ -0,0 +1,114 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: whisper-tiny-javanese-openslr-v6
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# whisper-tiny-javanese-openslr-v6
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0455
+- Wer: 0.3609
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 16
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- training_steps: 50000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch    | Step  | Validation Loss | Wer    |
+|:-------------:|:--------:|:-----:|:---------------:|:------:|
+| 1.1166        | 3.1952   | 1000  | 1.0200          | 0.6975 |
+| 0.5644        | 6.3904   | 2000  | 0.7342          | 0.5898 |
+| 0.2837        | 9.5856   | 3000  | 0.6663          | 0.5701 |
+| 0.1451        | 12.7808  | 4000  | 0.6692          | 0.6157 |
+| 0.0949        | 15.9760  | 5000  | 0.6929          | 0.6141 |
+| 0.0621        | 19.1696  | 6000  | 0.7082          | 0.4790 |
+| 0.0466        | 22.3648  | 7000  | 0.7456          | 0.4469 |
+| 0.0338        | 25.56    | 8000  | 0.7601          | 0.4366 |
+| 0.0288        | 28.7552  | 9000  | 0.7782          | 0.3894 |
+| 0.0232        | 31.9504  | 10000 | 0.7977          | 0.4107 |
+| 0.0212        | 35.144   | 11000 | 0.7976          | 0.4144 |
+| 0.0178        | 38.3392  | 12000 | 0.8184          | 0.4011 |
+| 0.0132        | 41.5344  | 13000 | 0.8311          | 0.3763 |
+| 0.0145        | 44.7296  | 14000 | 0.8474          | 0.3790 |
+| 0.0117        | 47.9248  | 15000 | 0.8625          | 0.4155 |
+| 0.0101        | 51.1184  | 16000 | 0.8907          | 0.3758 |
+| 0.0091        | 54.3136  | 17000 | 0.8973          | 0.3999 |
+| 0.0087        | 57.5088  | 18000 | 0.9277          | 0.4183 |
+| 0.0068        | 60.704   | 19000 | 0.9449          | 0.4389 |
+| 0.0073        | 63.8992  | 20000 | 0.9372          | 0.3834 |
+| 0.0066        | 67.0928  | 21000 | 0.9512          | 0.4038 |
+| 0.0056        | 70.288   | 22000 | 0.9799          | 0.4063 |
+| 0.0049        | 73.4832  | 23000 | 0.9893          | 0.3845 |
+| 0.0046        | 76.6784  | 24000 | 0.9897          | 0.3809 |
+| 0.0044        | 79.8736  | 25000 | 0.9970          | 0.3749 |
+| 0.0039        | 83.0672  | 26000 | 1.0113          | 0.3761 |
+| 0.0035        | 86.2624  | 27000 | 1.0149          | 0.3832 |
+| 0.003         | 89.4576  | 28000 | 1.0032          | 0.3859 |
+| 0.0025        | 92.6528  | 29000 | 1.0094          | 0.3857 |
+| 0.0034        | 95.848   | 30000 | 1.0202          | 0.3733 |
+| 0.0027        | 99.0416  | 31000 | 1.0113          | 0.3655 |
+| 0.0023        | 102.2368 | 32000 | 1.0178          | 0.3767 |
+| 0.002         | 105.432  | 33000 | 1.0110          | 0.3671 |
+| 0.002         | 108.6272 | 34000 | 1.0301          | 0.3733 |
+| 0.0018        | 111.8224 | 35000 | 1.0479          | 0.3850 |
+| 0.002         | 115.016  | 36000 | 1.0216          | 0.3625 |
+| 0.002         | 118.2112 | 37000 | 1.0406          | 0.3687 |
+| 0.0011        | 121.4064 | 38000 | 1.0520          | 0.4130 |
+| 0.0014        | 124.6016 | 39000 | 1.0564          | 0.3662 |
+| 0.0009        | 127.7968 | 40000 | 1.0525          | 0.3788 |
+| 0.0009        | 130.992  | 41000 | 1.0391          | 0.3598 |
+| 0.0011        | 134.1856 | 42000 | 1.0483          | 0.3763 |
+| 0.001         | 137.3808 | 43000 | 1.0376          | 0.4169 |
+| 0.0008        | 140.576  | 44000 | 1.0424          | 0.3632 |
+| 0.0007        | 143.7712 | 45000 | 1.0495          | 0.4160 |
+| 0.0009        | 146.9664 | 46000 | 1.0547          | 0.3687 |
+| 0.0005        | 150.16   | 47000 | 1.0583          | 0.3690 |
+| 0.0007        | 153.3552 | 48000 | 1.0463          | 0.4123 |
+| 0.0007        | 156.5504 | 49000 | 1.0464          | 0.3600 |
+| 0.0005        | 159.7456 | 50000 | 1.0455          | 0.3609 |
+
+
+### Framework versions
+
+- Transformers 4.50.0.dev0
+- Pytorch 2.7.0+cu128
+- Datasets 2.16.0
+- Tokenizers 0.21.1

generation_config.json

@@ -0,0 +1,240 @@
+{
+  "alignment_heads": [
+    [
+      2,
+      2
+    ],
+    [
+      3,
+      0
+    ],
+    [
+      3,
+      2
+    ],
+    [
+      3,
+      3
+    ],
+    [
+      3,
+      4
+    ],
+    [
+      3,
+      5
+    ]
+  ],
+  "begin_suppress_tokens": [
+    220,
+    50257
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "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,
+    "<|zh|>": 50260
+  },
+  "language": null,
+  "max_initial_timestamp_index": 50,
+  "max_length": 448,
+  "no_timestamps_token_id": 50363,
+  "pad_token_id": 50257,
+  "prev_sot_token_id": 50361,
+  "return_timestamps": false,
+  "suppress_tokens": [
+    1,
+    2,
+    7,
+    8,
+    9,
+    10,
+    14,
+    25,
+    26,
+    27,
+    28,
+    29,
+    31,
+    58,
+    59,
+    60,
+    61,
+    62,
+    63,
+    90,
+    91,
+    92,
+    93,
+    359,
+    503,
+    522,
+    542,
+    873,
+    893,
+    902,
+    918,
+    922,
+    931,
+    1350,
+    1853,
+    1982,
+    2460,
+    2627,
+    3246,
+    3253,
+    3268,
+    3536,
+    3846,
+    3961,
+    4183,
+    4667,
+    6585,
+    6647,
+    7273,
+    9061,
+    9383,
+    10428,
+    10929,
+    11938,
+    12033,
+    12331,
+    12562,
+    13793,
+    14157,
+    14635,
+    15265,
+    15618,
+    16553,
+    16604,
+    18362,
+    18956,
+    20075,
+    21675,
+    22520,
+    26130,
+    26161,
+    26435,
+    28279,
+    29464,
+    31650,
+    32302,
+    32470,
+    36865,
+    42863,
+    47425,
+    49870,
+    50254,
+    50258,
+    50358,
+    50359,
+    50360,
+    50361,
+    50362
+  ],
+  "task": "transcribe",
+  "task_to_id": {
+    "transcribe": 50359,
+    "translate": 50358
+  },
+  "transformers_version": "4.50.0.dev0"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a45566957d6746ed1f97e0fdb029c2a50838581d08703830b65b4e4598be2de7
+oid sha256:66b90b870759873ad446d1f695c22d92c86f092988e1cb19a9337fd6e920fc0f
 size 151061672