new_t5_model

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: t5-base
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: new_t5_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. -->
+
+# new_t5_model
+
+This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2620
+- Rouge1: 0.5313
+- Rouge2: 0.3804
+- Rougel: 0.497
+- Rougelsum: 0.497
+- Gen Len: 19.0
+
+## 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- 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 |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 0.5201        | 1.0   | 2185 | 0.4729          | 0.5255 | 0.3455 | 0.4848 | 0.4848    | 19.0    |
+| 0.3613        | 2.0   | 4370 | 0.3678          | 0.5381 | 0.3879 | 0.5041 | 0.504     | 19.0    |
+| 0.3221        | 3.0   | 6555 | 0.3111          | 0.5328 | 0.3843 | 0.4989 | 0.4989    | 19.0    |
+| 0.3552        | 4.0   | 8740 | 0.2620          | 0.5313 | 0.3804 | 0.497  | 0.497     | 19.0    |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.0+cu121
+- Datasets 3.0.0
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.44.2"
+}

runs/Sep17_09-56-32_209e29d7b44e/events.out.tfevents.1726570911.209e29d7b44e.260.1

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