End of training

README.md

@@ -0,0 +1,98 @@
+---
+library_name: transformers
+language:
+- hi
+license: apache-2.0
+base_model: openai/whisper-small
+tags:
+- hf-asr-leaderboard
+- generated_from_trainer
+datasets:
+- aihub_adult_baseline
+model-index:
+- name: whisper-small-ko-baseline
+  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-small-ko-baseline
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the aihub adult speed changed dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2914
+- Cer: 8.5820
+
+## 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: 1e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 16
+- optimizer: Use 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_steps: 50
+- num_epochs: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Cer     |
+|:-------------:|:------:|:----:|:---------------:|:-------:|
+| 0.2433        | 0.1289 | 100  | 0.2943          | 7.8712  |
+| 0.1379        | 0.2579 | 200  | 0.2758          | 7.4248  |
+| 0.1105        | 0.3868 | 300  | 0.2831          | 7.6010  |
+| 0.1231        | 0.5158 | 400  | 0.2671          | 7.2192  |
+| 0.0984        | 0.6447 | 500  | 0.2721          | 7.2603  |
+| 0.0938        | 0.7737 | 600  | 0.2742          | 7.1840  |
+| 0.0954        | 0.9026 | 700  | 0.2718          | 6.9901  |
+| 0.0385        | 1.0316 | 800  | 0.2649          | 6.9549  |
+| 0.0302        | 1.1605 | 900  | 0.2645          | 7.5129  |
+| 0.0388        | 1.2895 | 1000 | 0.2722          | 7.0606  |
+| 0.0338        | 1.4184 | 1100 | 0.2819          | 7.8889  |
+| 0.0389        | 1.5474 | 1200 | 0.2725          | 7.7479  |
+| 0.0335        | 1.6763 | 1300 | 0.2716          | 8.3647  |
+| 0.0331        | 1.8053 | 1400 | 0.2751          | 7.6774  |
+| 0.0343        | 1.9342 | 1500 | 0.2825          | 7.8008  |
+| 0.0134        | 2.0632 | 1600 | 0.2739          | 6.9079  |
+| 0.0127        | 2.1921 | 1700 | 0.2779          | 8.8287  |
+| 0.0141        | 2.3211 | 1800 | 0.2822          | 7.1429  |
+| 0.0113        | 2.4500 | 1900 | 0.2864          | 8.6407  |
+| 0.0131        | 2.5790 | 2000 | 0.2797          | 10.5909 |
+| 0.0103        | 2.7079 | 2100 | 0.2835          | 8.4880  |
+| 0.0117        | 2.8369 | 2200 | 0.2828          | 11.5425 |
+| 0.0116        | 2.9658 | 2300 | 0.2832          | 9.5747  |
+| 0.0046        | 3.0948 | 2400 | 0.2862          | 8.8640  |
+| 0.0045        | 3.2237 | 2500 | 0.2877          | 10.0388 |
+| 0.0061        | 3.3527 | 2600 | 0.2886          | 8.9991  |
+| 0.0055        | 3.4816 | 2700 | 0.2894          | 8.4704  |
+| 0.0052        | 3.6106 | 2800 | 0.2904          | 8.4410  |
+| 0.0059        | 3.7395 | 2900 | 0.2908          | 10.3266 |
+| 0.0051        | 3.8685 | 3000 | 0.2913          | 9.3280  |
+| 0.0047        | 3.9974 | 3100 | 0.2914          | 8.5820  |
+
+
+### Framework versions
+
+- Transformers 4.46.0.dev0
+- Pytorch 2.4.1+cu121
+- Datasets 3.0.1
+- Tokenizers 0.20.0

generation_config.json

@@ -0,0 +1,175 @@
+{
+  "alignment_heads": [
+    [
+      5,
+      3
+    ],
+    [
+      5,
+      9
+    ],
+    [
+      8,
+      0
+    ],
+    [
+      8,
+      4
+    ],
+    [
+      8,
+      7
+    ],
+    [
+      8,
+      8
+    ],
+    [
+      9,
+      0
+    ],
+    [
+      9,
+      7
+    ],
+    [
+      9,
+      9
+    ],
+    [
+      10,
+      5
+    ]
+  ],
+  "begin_suppress_tokens": [
+    220,
+    50257
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
+    [
+      1,
+      null
+    ],
+    [
+      2,
+      50359
+    ]
+  ],
+  "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
+  },
+  "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": [],
+  "task_to_id": {
+    "transcribe": 50359,
+    "translate": 50358
+  },
+  "transformers_version": "4.46.0.dev0"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f97fb8a85df822c96678123340389771897114e080ea3840071900519c3e97a3
+oid sha256:98eb79d428e7a9753e2342e20cd4d03498ddc43e301987bae80a2ea75bfdf539
 size 966995080

runs/Oct03_00-40-08_d49a96079b39/events.out.tfevents.1727916028.d49a96079b39.1490.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:67f05c6a8b4303ed22b7cfdf19902278050a8de727f4c5df593ea01dddfd25b8
-size 41816
+oid sha256:17554d16048137873312ca8c8d255f35961e9cf1fc234232c444862973f000a9
+size 42170