End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: t5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: my_fantastic_patent_model
+  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. -->
+
+# my_fantastic_patent_model
+
+This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.0021
+- Rouge1: 0.2236
+- Rouge2: 0.1231
+- Rougel: 0.1932
+- Rougelsum: 0.1933
+- Gen Len: 18.9373
+
+## 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: 16
+- eval_batch_size: 16
+- 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
+- num_epochs: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 2.4015        | 1.0   | 625  | 2.0728          | 0.2182 | 0.116  | 0.1868 | 0.1868    | 18.9365 |
+| 2.194         | 2.0   | 1250 | 2.0275          | 0.2215 | 0.1203 | 0.1911 | 0.1912    | 18.9371 |
+| 2.1739        | 3.0   | 1875 | 2.0078          | 0.2235 | 0.1228 | 0.1931 | 0.1932    | 18.9371 |
+| 2.1381        | 4.0   | 2500 | 2.0021          | 0.2236 | 0.1231 | 0.1932 | 0.1933    | 18.9373 |
+
+
+### 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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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.46.2"
+}

runs/Nov14_04-43-21_23c422a552f3/events.out.tfevents.1731559403.23c422a552f3.2665.0

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