stojchet commited on
Commit
2b52bb7
·
verified ·
1 Parent(s): fc1ab32

End of training

Browse files
Files changed (1) hide show
  1. README.md +73 -0
README.md ADDED
@@ -0,0 +1,73 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: deepseek-ai/deepseek-coder-1.3b-base
3
+ datasets:
4
+ - generator
5
+ library_name: peft
6
+ license: other
7
+ tags:
8
+ - trl
9
+ - sft
10
+ - generated_from_trainer
11
+ model-index:
12
+ - name: sft_small
13
+ results: []
14
+ ---
15
+
16
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
17
+ should probably proofread and complete it, then remove this comment. -->
18
+
19
+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/stojchets/huggingface/runs/sft_small)
20
+ # sft_small
21
+
22
+ This model is a fine-tuned version of [deepseek-ai/deepseek-coder-1.3b-base](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base) on the generator dataset.
23
+ It achieves the following results on the evaluation set:
24
+ - Loss: 3.9430
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 1.41e-05
44
+ - train_batch_size: 1
45
+ - eval_batch_size: 8
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 1
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss |
54
+ |:-------------:|:-----:|:----:|:---------------:|
55
+ | 4.437 | 0.1 | 1 | 3.9886 |
56
+ | 4.2418 | 0.2 | 2 | 3.9798 |
57
+ | 4.3555 | 0.3 | 3 | 3.9724 |
58
+ | 3.1845 | 0.4 | 4 | 3.9651 |
59
+ | 3.0337 | 0.5 | 5 | 3.9591 |
60
+ | 4.6927 | 0.6 | 6 | 3.9539 |
61
+ | 4.5557 | 0.7 | 7 | 3.9497 |
62
+ | 3.9312 | 0.8 | 8 | 3.9464 |
63
+ | 4.0857 | 0.9 | 9 | 3.9441 |
64
+ | 4.1279 | 1.0 | 10 | 3.9430 |
65
+
66
+
67
+ ### Framework versions
68
+
69
+ - PEFT 0.10.0
70
+ - Transformers 4.43.0.dev0
71
+ - Pytorch 2.2.2+cu121
72
+ - Datasets 2.19.2
73
+ - Tokenizers 0.19.1