Training complete
Browse files
README.md
CHANGED
|
@@ -3,6 +3,9 @@ base_model: microsoft/graphcodebert-base
|
|
| 3 |
tags:
|
| 4 |
- Text2Text Generation
|
| 5 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
| 6 |
model-index:
|
| 7 |
- name: graphCodeBert-finetuned-cXg-nl-to-code
|
| 8 |
results: []
|
|
@@ -15,17 +18,13 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 15 |
|
| 16 |
This model is a fine-tuned version of [microsoft/graphcodebert-base](https://huggingface.co/microsoft/graphcodebert-base) on an unknown dataset.
|
| 17 |
It achieves the following results on the evaluation set:
|
| 18 |
-
-
|
| 19 |
-
-
|
| 20 |
-
-
|
| 21 |
-
-
|
| 22 |
-
-
|
| 23 |
-
-
|
| 24 |
-
-
|
| 25 |
-
- eval_runtime: 41.4626
|
| 26 |
-
- eval_samples_per_second: 0.241
|
| 27 |
-
- eval_steps_per_second: 0.024
|
| 28 |
-
- step: 0
|
| 29 |
|
| 30 |
## Model description
|
| 31 |
|
|
@@ -53,6 +52,10 @@ The following hyperparameters were used during training:
|
|
| 53 |
- num_epochs: 3
|
| 54 |
- mixed_precision_training: Native AMP
|
| 55 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 56 |
### Framework versions
|
| 57 |
|
| 58 |
- Transformers 4.42.4
|
|
|
|
| 3 |
tags:
|
| 4 |
- Text2Text Generation
|
| 5 |
- generated_from_trainer
|
| 6 |
+
metrics:
|
| 7 |
+
- rouge
|
| 8 |
+
- bleu
|
| 9 |
model-index:
|
| 10 |
- name: graphCodeBert-finetuned-cXg-nl-to-code
|
| 11 |
results: []
|
|
|
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [microsoft/graphcodebert-base](https://huggingface.co/microsoft/graphcodebert-base) on an unknown dataset.
|
| 20 |
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 8.5374
|
| 22 |
+
- Rouge1: 0.0803
|
| 23 |
+
- Rouge2: 0.0056
|
| 24 |
+
- Rougel: 0.0590
|
| 25 |
+
- Bleu: 0.7208
|
| 26 |
+
- Meteor: 0.1076
|
| 27 |
+
- Codebleu: 0.2064
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
|
| 29 |
## Model description
|
| 30 |
|
|
|
|
| 52 |
- num_epochs: 3
|
| 53 |
- mixed_precision_training: Native AMP
|
| 54 |
|
| 55 |
+
### Training results
|
| 56 |
+
|
| 57 |
+
|
| 58 |
+
|
| 59 |
### Framework versions
|
| 60 |
|
| 61 |
- Transformers 4.42.4
|
runs/Jul29_11-20-38_7e87b5bf63d4/events.out.tfevents.1722252340.7e87b5bf63d4.2591.2
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ae8132df1172122d689e22664b96b8e9045593b961060d039c745a559829f69
|
| 3 |
+
size 648
|