End of training

README.md

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+---
+library_name: transformers
+language:
+- en
+license: apache-2.0
+base_model: facebook/wav2vec2-large-xlsr-53
+tags:
+- generated_from_trainer
+datasets:
+- arielcerdap/TimeStamped
+metrics:
+- wer
+model-index:
+- name: Wav2Vec2 TimeStamped Stutter - Ariel Cerda
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: TimeStamped
+      type: arielcerdap/TimeStamped
+      args: 'config: en, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 0.9991797676008203
+---
+
+<!-- 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. -->
+
+# Wav2Vec2 TimeStamped Stutter - Ariel Cerda
+
+This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the TimeStamped dataset.
+It achieves the following results on the evaluation set:
+- Loss: nan
+- Wer: 0.9992
+
+## 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: 0.0003
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 30
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Wer    |
+|:-------------:|:-------:|:----:|:---------------:|:------:|
+| 11.5515       | 1.1696  | 100  | 11.9112         | 1.0001 |
+| 13.4395       | 2.3392  | 200  | 11.9112         | 1.0001 |
+| 11.9169       | 3.5088  | 300  | 11.9112         | 1.0001 |
+| 11.1801       | 4.6784  | 400  | 11.9112         | 1.0001 |
+| 15.3393       | 5.8480  | 500  | 11.9112         | 1.0001 |
+| 11.8177       | 7.0175  | 600  | 11.9112         | 1.0001 |
+| 10.7941       | 8.1871  | 700  | 11.9112         | 1.0001 |
+| 13.8075       | 9.3567  | 800  | 11.9112         | 1.0001 |
+| 11.5275       | 10.5263 | 900  | 11.9112         | 1.0001 |
+| 10.1228       | 11.6959 | 1000 | 11.9112         | 1.0001 |
+| 13.7071       | 12.8655 | 1100 | 11.9112         | 1.0001 |
+| 11.6933       | 14.0351 | 1200 | 11.9112         | 1.0001 |
+| 10.885        | 15.2047 | 1300 | 11.9112         | 1.0001 |
+| 14.2349       | 16.3743 | 1400 | 11.9112         | 1.0001 |
+| 12.8886       | 17.5439 | 1500 | 11.9112         | 1.0001 |
+| 0.0           | 18.7135 | 1600 | nan             | 0.9992 |
+| 0.0           | 19.8830 | 1700 | nan             | 0.9992 |
+| 0.0           | 21.0526 | 1800 | nan             | 0.9992 |
+| 0.0           | 22.2222 | 1900 | nan             | 0.9992 |
+| 0.0           | 23.3918 | 2000 | nan             | 0.9992 |
+| 0.0           | 24.5614 | 2100 | nan             | 0.9992 |
+| 0.0           | 25.7310 | 2200 | nan             | 0.9992 |
+| 0.0           | 26.9006 | 2300 | nan             | 0.9992 |
+| 0.0           | 28.0702 | 2400 | nan             | 0.9992 |
+| 0.0           | 29.2398 | 2500 | nan             | 0.9992 |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.5.0+cu121
+- Datasets 3.1.0
+- Tokenizers 0.19.1

added_tokens.json

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+{
+  "</s>": 31,
+  "<s>": 30
+}

config.json

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+{
+  "_name_or_path": "facebook/wav2vec2-large-xlsr-53",
+  "activation_dropout": 0.0,
+  "adapter_attn_dim": null,
+  "adapter_kernel_size": 3,
+  "adapter_stride": 2,
+  "add_adapter": false,
+  "apply_spec_augment": true,
+  "architectures": [
+    "Wav2Vec2ForCTC"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "codevector_dim": 768,
+  "contrastive_logits_temperature": 0.1,
+  "conv_bias": true,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "mean",
+  "ctc_zero_infinity": false,
+  "diversity_loss_weight": 0.1,
+  "do_stable_layer_norm": true,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "layer",
+  "feat_proj_dropout": 0.0,
+  "feat_quantizer_dropout": 0.0,
+  "final_dropout": 0.0,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.1,
+  "hidden_size": 1024,
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.1,
+  "mask_channel_length": 10,
+  "mask_channel_min_space": 1,
+  "mask_channel_other": 0.0,
+  "mask_channel_prob": 0.0,
+  "mask_channel_selection": "static",
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_min_space": 1,
+  "mask_time_other": 0.0,
+  "mask_time_prob": 0.05,
+  "mask_time_selection": "static",
+  "model_type": "wav2vec2",
+  "num_adapter_layers": 3,
+  "num_attention_heads": 16,
+  "num_codevector_groups": 2,
+  "num_codevectors_per_group": 320,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 24,
+  "num_negatives": 100,
+  "output_hidden_size": 1024,
+  "pad_token_id": 29,
+  "proj_codevector_dim": 768,
+  "tdnn_dilation": [
+    1,
+    2,
+    3,
+    1,
+    1
+  ],
+  "tdnn_dim": [
+    512,
+    512,
+    512,
+    512,
+    1500
+  ],
+  "tdnn_kernel": [
+    5,
+    3,
+    3,
+    1,
+    1
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.2",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 32,
+  "xvector_output_dim": 512
+}

model.safetensors

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+oid sha256:4e80e44348f0d05fde7047b4b2c21b540ae7709dbc229859b64bccc0961017ac
+size 1261938680

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "Wav2Vec2Processor",
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

runs/Nov06_01-28-46_e26140e40ddc/events.out.tfevents.1730856623.e26140e40ddc.7157.0

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+size 68684

special_tokens_map.json

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+{
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "pad_token": "[PAD]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "28": {
+      "content": "[UNK]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "29": {
+      "content": "[PAD]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "30": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "31": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "do_lower_case": false,
+  "eos_token": "</s>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "processor_class": "Wav2Vec2Processor",
+  "replace_word_delimiter_char": " ",
+  "target_lang": null,
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
+  "unk_token": "[UNK]",
+  "word_delimiter_token": "|"
+}

training_args.bin

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+oid sha256:bbaead2e12ce0cb3f9ad9a9644c7d650dd5f3d0729437ebe44598c126789c176
+size 5176

vocab.json

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+{
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+  "[PAD]": 29,
+  "[UNK]": 28,
+  "a": 19,
+  "b": 0,
+  "c": 11,
+  "d": 8,
+  "e": 4,
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+  "x": 22,
+  "y": 2,
+  "z": 17,
+  "|": 15
+}