genchang commited on
Commit
0459213
1 Parent(s): 5428730

End of training

Browse files
Files changed (2) hide show
  1. README.md +71 -0
  2. generation_config.json +6 -0
README.md ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ base_model: gpt2
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: codeparrot-ds
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
+ # codeparrot-ds
15
+
16
+ This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 5.8844
19
+
20
+ ## Model description
21
+
22
+ More information needed
23
+
24
+ ## Intended uses & limitations
25
+
26
+ More information needed
27
+
28
+ ## Training and evaluation data
29
+
30
+ More information needed
31
+
32
+ ## Training procedure
33
+
34
+ ### Training hyperparameters
35
+
36
+ The following hyperparameters were used during training:
37
+ - learning_rate: 0.0005
38
+ - train_batch_size: 32
39
+ - eval_batch_size: 32
40
+ - seed: 42
41
+ - gradient_accumulation_steps: 8
42
+ - total_train_batch_size: 256
43
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
+ - lr_scheduler_type: cosine
45
+ - lr_scheduler_warmup_steps: 10
46
+ - num_epochs: 1
47
+ - mixed_precision_training: Native AMP
48
+
49
+ ### Training results
50
+
51
+ | Training Loss | Epoch | Step | Validation Loss |
52
+ |:-------------:|:-----:|:----:|:---------------:|
53
+ | 9.4802 | 0.09 | 10 | 8.0848 |
54
+ | 7.1562 | 0.18 | 20 | 7.0980 |
55
+ | 6.7304 | 0.27 | 30 | 6.8591 |
56
+ | 6.4473 | 0.36 | 40 | 6.5896 |
57
+ | 6.1701 | 0.45 | 50 | 6.3632 |
58
+ | 5.9031 | 0.54 | 60 | 6.1809 |
59
+ | 5.7632 | 0.64 | 70 | 6.0362 |
60
+ | 5.6136 | 0.73 | 80 | 5.9606 |
61
+ | 5.5312 | 0.82 | 90 | 5.9088 |
62
+ | 5.5063 | 0.91 | 100 | 5.8893 |
63
+ | 5.4845 | 1.0 | 110 | 5.8844 |
64
+
65
+
66
+ ### Framework versions
67
+
68
+ - Transformers 4.36.0
69
+ - Pytorch 2.0.1
70
+ - Datasets 2.18.0
71
+ - Tokenizers 0.15.2
generation_config.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 0,
4
+ "eos_token_id": 0,
5
+ "transformers_version": "4.36.0"
6
+ }