my_t5_model

README.md

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+---
+license: apache-2.0
+base_model: google-t5/t5-base
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: my_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. -->
+
+# my_t5_model
+
+This model is a fine-tuned version of [google-t5/t5-base](https://huggingface.co/google-t5/t5-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4436
+- Rouge1: 0.6818
+- Rouge2: 0.5255
+- Rougel: 0.6496
+- Rougelsum: 0.6495
+- Gen Len: 15.0861
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 0.4551        | 1.0   | 2185 | 0.4677          | 0.6934 | 0.5395 | 0.6603 | 0.6603    | 15.1588 |
+| 0.4895        | 2.0   | 4370 | 0.4355          | 0.6966 | 0.5463 | 0.6658 | 0.6657    | 15.1563 |
+| 0.4915        | 3.0   | 6555 | 0.4436          | 0.6818 | 0.5254 | 0.6496 | 0.6496    | 15.0864 |
+| 0.4911        | 4.0   | 8740 | 0.4436          | 0.6818 | 0.5255 | 0.6496 | 0.6495    | 15.0861 |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.4.0+cu121
+- Datasets 2.21.0
+- 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": "4.42.4"
+}

runs/Aug29_14-21-20_f95c01ffb3c5/events.out.tfevents.1724941281.f95c01ffb3c5.1072.2

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