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-t5-small-finetuned-question-generation
+  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-t5-small-finetuned-question-generation
+
+This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5103
+- Rouge1: 0.4692
+- Rouge2: 0.2472
+- Rougel: 0.4300
+- Rougelsum: 0.4314
+
+## 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: 5.6e-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: 8
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
+| 1.9748        | 1.0   | 561  | 1.6071          | 0.4531 | 0.2304 | 0.4114 | 0.4114    |
+| 1.7823        | 2.0   | 1122 | 1.5643          | 0.4561 | 0.2361 | 0.4197 | 0.4202    |
+| 1.692         | 3.0   | 1683 | 1.5422          | 0.4582 | 0.2342 | 0.4210 | 0.4212    |
+| 1.6226        | 4.0   | 2244 | 1.5243          | 0.4655 | 0.2447 | 0.4288 | 0.4301    |
+| 1.5668        | 5.0   | 2805 | 1.5146          | 0.4625 | 0.2402 | 0.4257 | 0.4261    |
+| 1.5281        | 6.0   | 3366 | 1.5083          | 0.4651 | 0.2423 | 0.4293 | 0.4304    |
+| 1.5058        | 7.0   | 3927 | 1.5100          | 0.4670 | 0.2456 | 0.4290 | 0.4302    |
+| 1.4834        | 8.0   | 4488 | 1.5103          | 0.4692 | 0.2472 | 0.4300 | 0.4314    |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.1
+- Datasets 2.20.0
+- 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"
+}