Model save

README.md

@@ -0,0 +1,105 @@
+---
+license: apache-2.0
+base_model: openai/whisper-large-v3
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: torgo-whisper-lg-3-Nov3
+  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. -->
+
+# torgo-whisper-lg-3-Nov3
+
+This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0877
+- Wer: 5.6146
+
+## 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 100
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Wer     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| 1.2844        | 0.3190  | 100  | 0.3944          | 28.6798 |
+| 0.2992        | 0.6380  | 200  | 0.2182          | 17.4507 |
+| 0.197         | 0.9569  | 300  | 0.1986          | 13.6571 |
+| 0.1299        | 1.2759  | 400  | 0.1599          | 12.5190 |
+| 0.1001        | 1.5949  | 500  | 0.1700          | 12.2155 |
+| 0.1038        | 1.9139  | 600  | 0.1407          | 9.1806  |
+| 0.0728        | 2.2329  | 700  | 0.1351          | 9.6358  |
+| 0.0652        | 2.5518  | 800  | 0.1090          | 7.9666  |
+| 0.0529        | 2.8708  | 900  | 0.1168          | 8.1942  |
+| 0.0338        | 3.1898  | 1000 | 0.1132          | 6.8285  |
+| 0.0358        | 3.5088  | 1100 | 0.0980          | 6.9044  |
+| 0.0381        | 3.8278  | 1200 | 0.0820          | 6.7527  |
+| 0.0245        | 4.1467  | 1300 | 0.0862          | 5.2352  |
+| 0.0299        | 4.4657  | 1400 | 0.1068          | 5.9181  |
+| 0.0261        | 4.7847  | 1500 | 0.0937          | 6.4492  |
+| 0.0205        | 5.1037  | 1600 | 0.1019          | 7.2838  |
+| 0.017         | 5.4226  | 1700 | 0.0990          | 5.6904  |
+| 0.0115        | 5.7416  | 1800 | 0.0842          | 5.6146  |
+| 0.018         | 6.0606  | 1900 | 0.1041          | 5.6904  |
+| 0.0112        | 6.3796  | 2000 | 0.1135          | 7.1320  |
+| 0.0174        | 6.6986  | 2100 | 0.0939          | 5.0835  |
+| 0.0117        | 7.0175  | 2200 | 0.1092          | 5.9181  |
+| 0.0121        | 7.3365  | 2300 | 0.0931          | 5.4628  |
+| 0.0075        | 7.6555  | 2400 | 0.0974          | 5.6146  |
+| 0.013         | 7.9745  | 2500 | 0.1142          | 5.7663  |
+| 0.0063        | 8.2935  | 2600 | 0.1108          | 6.1457  |
+| 0.0122        | 8.6124  | 2700 | 0.0929          | 5.6146  |
+| 0.0125        | 8.9314  | 2800 | 0.0905          | 5.6146  |
+| 0.0132        | 9.2504  | 2900 | 0.1202          | 6.1457  |
+| 0.0132        | 9.5694  | 3000 | 0.0925          | 5.0835  |
+| 0.0087        | 9.8884  | 3100 | 0.1028          | 5.0835  |
+| 0.0043        | 10.2073 | 3200 | 0.0997          | 5.6146  |
+| 0.004         | 10.5263 | 3300 | 0.0955          | 5.0835  |
+| 0.007         | 10.8453 | 3400 | 0.0915          | 5.1593  |
+| 0.0072        | 11.1643 | 3500 | 0.0814          | 5.3869  |
+| 0.0069        | 11.4833 | 3600 | 0.0887          | 4.7800  |
+| 0.0082        | 11.8022 | 3700 | 0.0940          | 5.6904  |
+| 0.0105        | 12.1212 | 3800 | 0.0936          | 5.2352  |
+| 0.0039        | 12.4402 | 3900 | 0.0966          | 5.3869  |
+| 0.002         | 12.7592 | 4000 | 0.0820          | 4.7800  |
+| 0.0032        | 13.0781 | 4100 | 0.0916          | 5.0835  |
+| 0.0009        | 13.3971 | 4200 | 0.0877          | 5.6146  |
+
+
+### Framework versions
+
+- Transformers 4.43.4
+- Pytorch 2.4.1
+- Datasets 3.0.0
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,257 @@
+{
+  "alignment_heads": [
+    [
+      7,
+      0
+    ],
+    [
+      10,
+      17
+    ],
+    [
+      12,
+      18
+    ],
+    [
+      13,
+      12
+    ],
+    [
+      16,
+      1
+    ],
+    [
+      17,
+      14
+    ],
+    [
+      19,
+      11
+    ],
+    [
+      21,
+      4
+    ],
+    [
+      24,
+      1
+    ],
+    [
+      25,
+      6
+    ]
+  ],
+  "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,
+    "<|yue|>": 50358,
+    "<|zh|>": 50260
+  },
+  "language": "english",
+  "max_initial_timestamp_index": 50,
+  "max_length": 448,
+  "no_timestamps_token_id": 50364,
+  "pad_token_id": 50257,
+  "prev_sot_token_id": 50362,
+  "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,
+    50359,
+    50360,
+    50361,
+    50362,
+    50363
+  ],
+  "task": "transcribe",
+  "task_to_id": {
+    "transcribe": 50360,
+    "translate": 50359
+  },
+  "transformers_version": "4.43.4"
+}

model-00001-of-00002.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1eec56e0028c6da2e7e1d12764e90abc877adaf8ecd90a2866c1abd5c81156d1
+oid sha256:aa643124801b0de74311384fedcdefaa9920e709f9c2a5e238f41557c34484dc
 size 4993448880

model-00002-of-00002.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0f924c56daea5d741acba4023347f0623c6aee74324482d29eddbd4dcacc70d1
+oid sha256:ac1051d9f066c01e70ec08910d856d4cd92642d538ddc115815cbd47270dbeda
 size 1180663192