chathuranga-jayanath commited on
Commit
0561141
1 Parent(s): f82f1b1

End of training

Browse files
README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: Salesforce/codet5-small
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: codet5-small-v15
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # codet5-small-v15
15
+
16
+ This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.3626
19
+ - Bleu Score: 0.0067
20
+ - Gen Len: 14.3218
21
+
22
+ ## Model description
23
+
24
+ More information needed
25
+
26
+ ## Intended uses & limitations
27
+
28
+ More information needed
29
+
30
+ ## Training and evaluation data
31
+
32
+ More information needed
33
+
34
+ ## Training procedure
35
+
36
+ ### Training hyperparameters
37
+
38
+ The following hyperparameters were used during training:
39
+ - learning_rate: 2e-05
40
+ - train_batch_size: 30
41
+ - eval_batch_size: 30
42
+ - seed: 42
43
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
+ - lr_scheduler_type: linear
45
+ - num_epochs: 3
46
+ - mixed_precision_training: Native AMP
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Bleu Score | Gen Len |
51
+ |:-------------:|:-----:|:----:|:---------------:|:----------:|:-------:|
52
+ | No log | 1.0 | 171 | 0.4371 | 0.0067 | 14.237 |
53
+ | No log | 2.0 | 342 | 0.3753 | 0.0068 | 14.1711 |
54
+ | 0.5714 | 3.0 | 513 | 0.3626 | 0.0067 | 14.3218 |
55
+
56
+
57
+ ### Framework versions
58
+
59
+ - Transformers 4.38.0.dev0
60
+ - Pytorch 2.1.0+cu121
61
+ - Datasets 2.16.1
62
+ - Tokenizers 0.15.1
generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 1,
3
+ "decoder_start_token_id": 0,
4
+ "eos_token_id": 2,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "4.38.0.dev0"
7
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:288f52100ea2153ccf8a09a5d7258ca5990e7f913bbd0d623be5ad3e97bfdd56
3
  size 241992744
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a1ed2d36f3427145f5682dcd7b3d86a6569a6256e961d9c393dbe70b3394ce2
3
  size 241992744
runs/Feb04_19-14-10_1002aa5ccd49/events.out.tfevents.1707074052.1002aa5ccd49.1371.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f6f64a3036b203d35af3e594b099fe09151cd3932bb9dda372355a087b4fce45
3
- size 6475
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:55c65bfd9319f2538d4e1e65bc78d31c0266742b7e51be0a16a3e482630e0508
3
+ size 7205