End of training

README.md

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+---
+base_model: dccuchile/bert-base-spanish-wwm-cased
+tags:
+- generated_from_trainer
+model-index:
+- name: finetuned__bert-base-spanish-wwm-cased__augmented-ultrasounds
+  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. -->
+
+# finetuned__bert-base-spanish-wwm-cased__augmented-ultrasounds
+
+This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.5757
+
+## 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: 2e-05
+- train_batch_size: 128
+- eval_batch_size: 128
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 256
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 20
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss |
+|:-------------:|:-------:|:----:|:---------------:|
+| No log        | 0.9979  | 238  | 1.0145          |
+| 1.2754        | 2.0     | 477  | 0.8811          |
+| 1.2754        | 2.9979  | 715  | 0.7855          |
+| 0.8342        | 4.0     | 954  | 0.7440          |
+| 0.8342        | 4.9979  | 1192 | 0.7016          |
+| 0.7436        | 6.0     | 1431 | 0.6743          |
+| 0.7436        | 6.9979  | 1669 | 0.6591          |
+| 0.6965        | 8.0     | 1908 | 0.6459          |
+| 0.6965        | 8.9979  | 2146 | 0.6354          |
+| 0.6619        | 10.0    | 2385 | 0.6243          |
+| 0.6619        | 10.9979 | 2623 | 0.6177          |
+| 0.6386        | 12.0    | 2862 | 0.6086          |
+| 0.6386        | 12.9979 | 3100 | 0.6027          |
+| 0.623         | 14.0    | 3339 | 0.5828          |
+| 0.623         | 14.9979 | 3577 | 0.5869          |
+| 0.6103        | 16.0    | 3816 | 0.5951          |
+| 0.6103        | 16.9979 | 4054 | 0.5889          |
+| 0.6032        | 18.0    | 4293 | 0.5870          |
+| 0.6032        | 18.9979 | 4531 | 0.5818          |
+| 0.5967        | 19.9581 | 4760 | 0.5757          |
+
+
+### Framework versions
+
+- Transformers 4.40.0
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.0
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "_from_model_config": true,
+  "pad_token_id": 1,
+  "transformers_version": "4.40.0"
+}

model.safetensors

@@ -1,3 +1,3 @@
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