End of training

README.md

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+---
+license: apache-2.0
+base_model: Salesforce/codet5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: codet5-small-ft-v8-cpatd
+  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-ft-v8-cpatd
+
+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: 0.4831
+- Rouge1: 63.6456
+- Rouge2: 52.7919
+- Rougel: 63.1978
+- Rougelsum: 63.2113
+- Gen Len: 17.0514
+
+## 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 |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
+| 0.6958        | 1.0   | 3063  | 0.5815          | 61.3112 | 50.8406 | 60.8334 | 60.8509   | 17.2215 |
+| 0.6116        | 2.0   | 6126  | 0.5190          | 62.7088 | 51.7838 | 62.2533 | 62.2661   | 17.0108 |
+| 0.5564        | 3.0   | 9189  | 0.4942          | 63.4158 | 52.592  | 62.9418 | 62.9443   | 17.1236 |
+| 0.5447        | 4.0   | 12252 | 0.4831          | 63.6456 | 52.7919 | 63.1978 | 63.2113   | 17.0514 |
+
+
+### Framework versions
+
+- Transformers 4.38.0.dev0
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

generation_config.json

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+{
+  "bos_token_id": 1,
+  "decoder_start_token_id": 0,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.38.0.dev0"
+}

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runs/Jan23_07-42-00_cb8327c47678/events.out.tfevents.1705995731.cb8327c47678.1437.0

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