End of training

README.md

@@ -0,0 +1,68 @@
+---
+license: apache-2.0
+base_model: Salesforce/codet5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: codet5-small-java-buggy-to-fixed-code
+  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. -->
+
+# codet5-small-java-buggy-to-fixed-code
+
+This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1496
+- Rouge1: 28.945
+- Rouge2: 25.498
+- Rougel: 28.8801
+- Rougelsum: 28.9201
+- Gen Len: 18.9938
+
+## 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 |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
+| 0.26          | 1.0   | 3750  | 0.1799          | 28.745  | 25.2441 | 28.6738 | 28.7241   | 18.9872 |
+| 0.212         | 2.0   | 7500  | 0.1589          | 28.8636 | 25.4151 | 28.7997 | 28.8427   | 18.9926 |
+| 0.1975        | 3.0   | 11250 | 0.1510          | 28.9016 | 25.4349 | 28.8356 | 28.8809   | 18.989  |
+| 0.1887        | 4.0   | 15000 | 0.1496          | 28.945  | 25.498  | 28.8801 | 28.9201   | 18.9938 |
+
+
+### Framework versions
+
+- Transformers 4.36.0.dev0
+- Pytorch 2.1.0+cu118
+- Datasets 2.15.0
+- Tokenizers 0.15.0

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "bos_token_id": 1,
+  "decoder_start_token_id": 0,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.36.0.dev0"
+}