End of training

README.md

@@ -0,0 +1,118 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: openai/whisper-small
+tags:
+- generated_from_trainer
+datasets:
+- common_voice_17_0
+metrics:
+- wer
+model-index:
+- name: whisper-small-el
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: common_voice_17_0
+      type: common_voice_17_0
+      config: el
+      split: None
+      args: el
+    metrics:
+    - name: Wer
+      type: wer
+      value: 30.64381658175081
+---
+
+<!-- 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-el
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the common_voice_17_0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3865
+- Model Preparation Time: 0.0041
+- Wer: 30.6438
+
+## 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: 24
+- eval_batch_size: 8
+- seed: 42
+- 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_steps: 50
+- training_steps: 2000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Model Preparation Time | Wer     |
+|:-------------:|:-------:|:----:|:---------------:|:----------------------:|:-------:|
+| 0.5511        | 0.3311  | 50   | 0.3685          | 0.0041                 | 39.3516 |
+| 0.3132        | 0.6623  | 100  | 0.3168          | 0.0041                 | 35.6276 |
+| 0.2709        | 0.9934  | 150  | 0.2897          | 0.0041                 | 33.4785 |
+| 0.1634        | 1.3245  | 200  | 0.2829          | 0.0041                 | 33.1450 |
+| 0.1551        | 1.6556  | 250  | 0.2746          | 0.0041                 | 32.5614 |
+| 0.1559        | 1.9868  | 300  | 0.2683          | 0.0041                 | 31.8481 |
+| 0.0818        | 2.3179  | 350  | 0.2735          | 0.0041                 | 31.3942 |
+| 0.0808        | 2.6490  | 400  | 0.2735          | 0.0041                 | 31.9592 |
+| 0.0799        | 2.9801  | 450  | 0.2765          | 0.0041                 | 32.4595 |
+| 0.0451        | 3.3113  | 500  | 0.2922          | 0.0041                 | 31.4590 |
+| 0.0436        | 3.6424  | 550  | 0.2892          | 0.0041                 | 31.0514 |
+| 0.0436        | 3.9735  | 600  | 0.2902          | 0.0041                 | 31.3942 |
+| 0.0241        | 4.3046  | 650  | 0.3117          | 0.0041                 | 31.2552 |
+| 0.0212        | 4.6358  | 700  | 0.3162          | 0.0041                 | 31.0699 |
+| 0.0226        | 4.9669  | 750  | 0.3172          | 0.0041                 | 30.8754 |
+| 0.0127        | 5.2980  | 800  | 0.3521          | 0.0041                 | 32.5336 |
+| 0.0125        | 5.6291  | 850  | 0.3432          | 0.0041                 | 31.1996 |
+| 0.0123        | 5.9603  | 900  | 0.3463          | 0.0041                 | 31.4034 |
+| 0.0077        | 6.2914  | 950  | 0.3764          | 0.0041                 | 31.0699 |
+| 0.0071        | 6.6225  | 1000 | 0.3607          | 0.0041                 | 32.4317 |
+| 0.0062        | 6.9536  | 1050 | 0.3698          | 0.0041                 | 30.8754 |
+| 0.0045        | 7.2848  | 1100 | 0.3758          | 0.0041                 | 30.9588 |
+| 0.0035        | 7.6159  | 1150 | 0.3865          | 0.0041                 | 30.6438 |
+| 0.0038        | 7.9470  | 1200 | 0.3856          | 0.0041                 | 31.2830 |
+| 0.0027        | 8.2781  | 1250 | 0.3800          | 0.0041                 | 30.8569 |
+| 0.0021        | 8.6093  | 1300 | 0.3858          | 0.0041                 | 30.6901 |
+| 0.0022        | 8.9404  | 1350 | 0.3949          | 0.0041                 | 31.1996 |
+| 0.0017        | 9.2715  | 1400 | 0.4020          | 0.0041                 | 30.7920 |
+| 0.0016        | 9.6026  | 1450 | 0.4061          | 0.0041                 | 30.9588 |
+| 0.0016        | 9.9338  | 1500 | 0.4111          | 0.0041                 | 31.0514 |
+| 0.0014        | 10.2649 | 1550 | 0.4067          | 0.0041                 | 31.1996 |
+| 0.0013        | 10.5960 | 1600 | 0.4093          | 0.0041                 | 31.0144 |
+| 0.0013        | 10.9272 | 1650 | 0.4112          | 0.0041                 | 30.8661 |
+| 0.0012        | 11.2583 | 1700 | 0.4126          | 0.0041                 | 30.9680 |
+| 0.0012        | 11.5894 | 1750 | 0.4134          | 0.0041                 | 30.9588 |
+| 0.0012        | 11.9205 | 1800 | 0.4145          | 0.0041                 | 30.9217 |
+| 0.0011        | 12.2517 | 1850 | 0.4155          | 0.0041                 | 30.8384 |
+| 0.0011        | 12.5828 | 1900 | 0.4160          | 0.0041                 | 30.8939 |
+| 0.0011        | 12.9139 | 1950 | 0.4163          | 0.0041                 | 30.8754 |
+| 0.0011        | 13.2450 | 2000 | 0.4164          | 0.0041                 | 30.8754 |
+
+
+### Framework versions
+
+- Transformers 4.48.0
+- Pytorch 2.5.1+cu124
+- Datasets 3.2.0
+- Tokenizers 0.21.0

generation_config.json

@@ -0,0 +1,254 @@
+{
+  "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,
+  "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": "greek",
+  "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,
+    50360,
+    50361,
+    50362
+  ],
+  "task": "transcribe",
+  "task_to_id": {
+    "transcribe": 50359,
+    "translate": 50358
+  },
+  "transformers_version": "4.48.0"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8afed759ffde7def79dbf0bc0b823d09f6808067a5c3e37eb4e7a3fa65c5e370
+oid sha256:f05a51252267ae5d556a4915b949f562f385872d7ca471eff1ca30f9bf7b7010
 size 966995080

runs/Feb17_16-22-37_kostis/events.out.tfevents.1739837023.kostis.99292.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:308a2e4ae6ac486b75554969f581e21d63369a810d6ab68db4a307b3b11c48fc
+size 472