jlpan commited on
Commit
c8531f3
1 Parent(s): 9fea039

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +62 -0
README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: bigcode-openrail-m
3
+ tags:
4
+ - generated_from_trainer
5
+ model-index:
6
+ - name: santacoder-finetuned-the-stack-bash
7
+ results: []
8
+ ---
9
+
10
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
11
+ should probably proofread and complete it, then remove this comment. -->
12
+
13
+ # santacoder-finetuned-the-stack-bash
14
+
15
+ This model is a fine-tuned version of [bigcode/santacoder](https://huggingface.co/bigcode/santacoder) on an unknown dataset.
16
+ It achieves the following results on the evaluation set:
17
+ - Loss: 1.3654
18
+
19
+ ## Model description
20
+
21
+ More information needed
22
+
23
+ ## Intended uses & limitations
24
+
25
+ More information needed
26
+
27
+ ## Training and evaluation data
28
+
29
+ More information needed
30
+
31
+ ## Training procedure
32
+
33
+ ### Training hyperparameters
34
+
35
+ The following hyperparameters were used during training:
36
+ - learning_rate: 5e-05
37
+ - train_batch_size: 1
38
+ - eval_batch_size: 1
39
+ - seed: 42
40
+ - gradient_accumulation_steps: 4
41
+ - total_train_batch_size: 4
42
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
+ - lr_scheduler_type: cosine
44
+ - lr_scheduler_warmup_steps: 100
45
+ - training_steps: 2000
46
+
47
+ ### Training results
48
+
49
+ | Training Loss | Epoch | Step | Validation Loss |
50
+ |:-------------:|:-----:|:----:|:---------------:|
51
+ | 1.6322 | 0.25 | 500 | 1.5498 |
52
+ | 3.9791 | 0.5 | 1000 | 1.4721 |
53
+ | 0.3946 | 0.75 | 1500 | 1.3971 |
54
+ | 1.5232 | 1.0 | 2000 | 1.3654 |
55
+
56
+
57
+ ### Framework versions
58
+
59
+ - Transformers 4.30.2
60
+ - Pytorch 2.0.1+cu118
61
+ - Datasets 2.13.1
62
+ - Tokenizers 0.13.3