SashaSheykina
/

codeT5-finetuned-cXg-nl-to-code

@@ -19,13 +19,13 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.4358
-- Rouge1: 0.3457
-- Rouge2: 0.1202
-- Rougel: 0.3148
-- Bleu: 12.8425
-- Meteor: 0.3899
-- Codebleu: 0.1722
 ## Model description
@@ -45,11 +45,11 @@ More information needed
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
-- train_batch_size: 6
-- eval_batch_size: 12
 - seed: 42
-- gradient_accumulation_steps: 2
-- total_train_batch_size: 12
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - num_epochs: 3

 This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.7559
+- Rouge1: 0.1769
+- Rouge2: 0.0365
+- Rougel: 0.1659
+- Bleu: 3.0318
+- Meteor: 0.2731
+- Codebleu: 0.0562
 ## Model description
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
+- train_batch_size: 2
+- eval_batch_size: 2
 - seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 32
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - num_epochs: 3

runs/Aug05_10-21-39_cb69df8c9ea7/events.out.tfevents.1722854125.cb69df8c9ea7.4878.8 ADDED Viewed

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