Hugging Face's logo

SashaSheykina
/
codeT5-finetuned-cXg-nl-to-code

Text2Text Generation
Transformers
TensorBoard
Safetensors
t5
code-generation
Generated from Trainer
text-generation-inference
Inference Endpoints
Model card Files Metrics Community
SashaSheykina commited on
Commit
05e25fb
•
1 Parent(s): 211cf2f

Training complete

Browse files
Files changed (4) hide show
  1. README.md +13 -8
  2. model.safetensors +1 -1
  3. runs/Aug03_09-51-33_18ab2be68362/events.out.tfevents.1722678694.18ab2be68362.695.0 +2 -2
  4. runs/Aug03_09-51-33_18ab2be68362/events.out.tfevents.1722678774.18ab2be68362.695.1 +3 -0
README.md CHANGED
@@ -2,7 +2,7 @@
2
  license: apache-2.0
3
  base_model: Salesforce/codet5-base
4
  tags:
5
- - Text Generation
6
  - generated_from_trainer
7
  metrics:
8
  - rouge
@@ -19,13 +19,13 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 2.5691
23
- - Rouge1: 0.0105
24
- - Rouge2: 0.0
25
- - Rougel: 0.0105
26
- - Bleu: 0.0636
27
- - Meteor: 0.0283
28
- - Codebleu: 0.0831
29
 
30
  ## Model description
31
 
@@ -55,6 +55,11 @@ The following hyperparameters were used during training:
55
 
56
  ### Training results
57
 
 
 
 
 
 
58
 
59
 
60
  ### Framework versions
 
2
  license: apache-2.0
3
  base_model: Salesforce/codet5-base
4
  tags:
5
+ - code-generation
6
  - generated_from_trainer
7
  metrics:
8
  - rouge
 
19
 
20
  This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 1.5944
23
+ - Rouge1: 0.0735
24
+ - Rouge2: 0.0022
25
+ - Rougel: 0.0671
26
+ - Bleu: 0.7231
27
+ - Meteor: 0.0630
28
+ - Codebleu: 0.0382
29
 
30
  ## Model description
31
 
 
55
 
56
  ### Training results
57
 
58
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Bleu | Meteor | Codebleu |
59
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:------:|:------:|:--------:|
60
+ | No log | 1.0 | 4 | 4.8941 | 0.0196 | 0.004 | 0.0201 | 0.0446 | 0.0142 | 0.0146 |
61
+ | No log | 2.0 | 8 | 2.1851 | 0.0519 | 0.0019 | 0.0519 | 0.1178 | 0.0281 | 0.0217 |
62
+ | No log | 3.0 | 12 | 1.5944 | 0.0731 | 0.0022 | 0.0670 | 0.1442 | 0.0596 | 0.0246 |
63
 
64
 
65
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8414fd1361c2738609be0c2a136316cc1253d9f731c8459dfdfeedeb753317aa
3
  size 891558696
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:600d4088727ab2c9fb37dd4389c4fbb13e82c23ca64b55f2ba26c5c484842e7c
3
  size 891558696
runs/Aug03_09-51-33_18ab2be68362/events.out.tfevents.1722678694.18ab2be68362.695.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f40df04399a11c513301fa2025065aa69688519783153b4030e19c7bbdb0dbb8
3
- size 7157
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:42c4c7851863826f680bb60551e5bbdffa0f9db2894d1258197d1cb678301d8b
3
+ size 8065
runs/Aug03_09-51-33_18ab2be68362/events.out.tfevents.1722678774.18ab2be68362.695.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e67c60483b396a390db747a0477f13a972fdca377c096202b74dfa495679383
3
+ size 648