End of training

README.md

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+---
+license: apache-2.0
+base_model: google/flan-t5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: flan-search-terms
+  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. -->
+
+# flan-search-terms
+
+This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0077
+- Rouge1: 5.2275
+- Rouge2: 4.3657
+- Rougel: 4.8365
+- Rougelsum: 4.8414
+- Gen Len: 8.819
+
+## 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: 5e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 0.0301        | 1.0   | 1500 | 0.0188          | 6.3132 | 5.5233 | 5.9306 | 5.9285    | 4.9403  |
+| 0.0167        | 2.0   | 3000 | 0.0118          | 5.6248 | 4.8018 | 5.2386 | 5.238     | 7.2617  |
+| 0.0136        | 3.0   | 4500 | 0.0093          | 5.2543 | 4.4034 | 4.8643 | 4.8675    | 8.599   |
+| 0.0114        | 4.0   | 6000 | 0.0080          | 5.3013 | 4.448  | 4.9117 | 4.9183    | 8.5447  |
+| 0.0105        | 5.0   | 7500 | 0.0077          | 5.2275 | 4.3657 | 4.8365 | 4.8414    | 8.819   |
+
+
+### Framework versions
+
+- Transformers 4.34.1
+- Pytorch 2.1.0+cu118
+- Datasets 2.14.6
+- Tokenizers 0.14.1

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.34.1"
+}