Model save

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+datasets:
+- wikisql
+model-index:
+- name: flan-t5-base-finetune
+  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-base-finetune
+
+This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the wikisql dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0966
+- Rouge2 Precision: 0.8525
+- Rouge2 Recall: 0.5466
+- Rouge2 Fmeasure: 0.6549
+
+## 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: 32
+- eval_batch_size: 128
+- 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 | Rouge2 Precision | Rouge2 Recall | Rouge2 Fmeasure |
+|:-------------:|:-----:|:-----:|:---------------:|:----------------:|:-------------:|:---------------:|
+| 0.162         | 1.0   | 2025  | 0.1235          | 0.8357           | 0.5366        | 0.6425          |
+| 0.1277        | 2.0   | 4050  | 0.1082          | 0.8434           | 0.5413        | 0.6482          |
+| 0.1142        | 3.0   | 6075  | 0.1000          | 0.8491           | 0.5443        | 0.6522          |
+| 0.1063        | 4.0   | 8100  | 0.0978          | 0.8516           | 0.5464        | 0.6544          |
+| 0.1           | 5.0   | 10125 | 0.0966          | 0.8525           | 0.5466        | 0.6549          |
+
+
+### Framework versions
+
+- Transformers 4.28.1
+- Pytorch 2.0.0+cu118
+- Datasets 2.12.0
+- Tokenizers 0.13.3

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.28.1"
+}

runs/May04_22-57-29_eec8524d6951/events.out.tfevents.1683241308.eec8524d6951.12760.0

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