End of training

README.md

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+---
+library_name: transformers
+language:
+- en
+license: apache-2.0
+base_model: openai/whisper-tiny.en
+tags:
+- product-search
+- e-commerce
+- voice-search
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: Whisper Tiny Product Search - Hamdi
+  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 Product Search - Hamdi
+
+This model is a fine-tuned version of [openai/whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) on the Product Search Voice Queries dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0718
+- Wer: 6.25
+
+## 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: 16
+- eval_batch_size: 8
+- seed: 42
+- 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: 100
+- training_steps: 1000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch    | Step | Validation Loss | Wer    |
+|:-------------:|:--------:|:----:|:---------------:|:------:|
+| 0.1102        | 66.6667  | 200  | 0.1097          | 2.0833 |
+| 0.0009        | 133.3333 | 400  | 0.0650          | 2.0833 |
+| 0.0004        | 200.0    | 600  | 0.0690          | 6.25   |
+| 0.0003        | 266.6667 | 800  | 0.0713          | 6.25   |
+| 0.0003        | 333.3333 | 1000 | 0.0718          | 6.25   |
+
+
+### Framework versions
+
+- Transformers 4.46.2
+- Pytorch 2.5.0+cu121
+- Datasets 3.1.0
+- Tokenizers 0.20.3

generation_config.json

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+{
+  "alignment_heads": [
+    [
+      1,
+      0
+    ],
+    [
+      2,
+      0
+    ],
+    [
+      2,
+      5
+    ],
+    [
+      3,
+      0
+    ],
+    [
+      3,
+      1
+    ],
+    [
+      3,
+      2
+    ],
+    [
+      3,
+      3
+    ],
+    [
+      3,
+      4
+    ]
+  ],
+  "begin_suppress_tokens": [
+    220,
+    50256
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50257,
+  "eos_token_id": 50256,
+  "forced_decoder_ids": [
+    [
+      1,
+      50362
+    ]
+  ],
+  "is_multilingual": false,
+  "lang_to_id": {
+    "en": 50259
+  },
+  "language": "en",
+  "max_initial_timestamp_index": 50,
+  "max_length": 448,
+  "no_speech_threshold": null,
+  "no_timestamps_token_id": 50362,
+  "pad_token_id": 50256,
+  "prev_sot_token_id": 50360,
+  "return_timestamps": false,
+  "suppress_tokens": [],
+  "task": "transcribe",
+  "task_to_id": {
+    "transcribe": 50359,
+    "translate": 50358
+  },
+  "transformers_version": "4.46.2"
+}

model.safetensors

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